path,what_model_is_this,data,seed,file_role,keep_or_disposable,size_MB
Revision/AE2i_Single_Encoder/notebooks/HPO_Eng_HuBERT/checkpoints/training/FINAL_BEST_seed456.pth,HuBERT Base alone · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,456,FINAL model for this seed,KEEP,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Eng_HuBERT/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Eng_WavLM/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Scr_HuBERT/checkpoints/training/FINAL_BEST_epoch2_uar70p00.pth,HuBERT Base alone · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Scr_HuBERT/checkpoints/training/FINAL_BEST_seed456.pth,HuBERT Base alone · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Scr_WavLM/checkpoints/training/FINAL_BEST_seed789.pth,WavLM Base+ alone · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,789,FINAL model for this seed,KEEP,364
Revision/AE2i_Single_Encoder/notebooks/HPO_Scr_WavLM/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Eng_CrossAttn/checkpoints/training/FINAL_BEST_epoch23_uar71p54.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Eng_CrossAttn/checkpoints/training/FINAL_BEST_epoch6_uar72p84.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Eng_CrossAttn/checkpoints/training/FINAL_BEST_epoch8_uar74p51.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,290
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Eng_CrossAttn/checkpoints/training/FINAL_BEST_seed1011.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,1011,FINAL model for this seed,KEEP,749
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Scr_CrossAttn/checkpoints/training/FINAL_BEST_epoch12_uar74p43.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Scr_CrossAttn/checkpoints/training/FINAL_BEST_epoch19_uar71p97.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,470
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Scr_CrossAttn/checkpoints/training/FINAL_BEST_epoch3_uar74p42.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE2ii_Fusion_Comparison/arabic_crossattn/HPO_Scr_CrossAttn/checkpoints/training/FINAL_BEST_epoch6_uar73p69.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/hpo_trials/trial28_BEST_uar75p47.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,789,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch10_uar59p68.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch10_uar64p43.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch10_uar65p58.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch10_uar67p94.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch10_uar68p39.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch20_uar66p32.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V/checkpoints/training/epoch30_uar62p32.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/hpo_trials/trial10_BEST_uar73p79.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch10_uar69p94.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch14_uar68p09.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch15_uar69p94.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar68p11.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch30_uar70p45.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,789,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch10_uar61p85.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch10_uar62p58.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch10_uar62p65.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch10_uar67p36.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch10_uar69p94.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch20_uar61p98.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch20_uar62p39.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch20_uar63p47.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch20_uar63p73.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch30_uar65p21.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch30_uar70p45.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED/checkpoints/training/epoch40_uar63p65.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial20_BEST_uar70p11.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch1_uar67p37.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch1_uar68p98.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch4_uar65p78.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch4_uar66p60.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch5_uar65p35.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,456,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar54p93.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar58p44.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar58p97.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar60p23.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar62p46.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_BAVED_Frozen/checkpoints/training/epoch20_uar60p32.pth,emotion2vec · Arabic BAVED only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/hpo_trials/trial4_BEST_uar73p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch11_uar62p50.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch20_uar68p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch34_uar68p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch3_uar67p50.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch10_uar51p25.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch10_uar58p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch10_uar65p00.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch10_uar66p25.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch20_uar60p00.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch20_uar61p25.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch20_uar68p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch30_uar60p00.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch30_uar66p25.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE/checkpoints/training/epoch40_uar58p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial18_BEST_uar60p00.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_epoch9_uar57p50.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,456,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,789,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/epoch10_uar57p50.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_EYASE_Frozen/checkpoints/training/epoch20_uar53p75.pth,emotion2vec · Arabic EYASE only · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/hpo_trials/trial18_BEST_uar64p52.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch10_uar52p60.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch10_uar53p10.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch10_uar55p92.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch10_uar56p13.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch10_uar56p29.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch20_uar46p65.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch20_uar52p60.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch20_uar53p60.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch20_uar53p75.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch20_uar54p77.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch30_uar52p39.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Eng_E2V_Frozen/checkpoints/training/epoch30_uar55p90.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,789,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/epoch10_uar59p38.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/checkpoints/training/epoch20_uar64p80.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,1222
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial10_BEST_uar66p83.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial11_BEST_uar67p89.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial12_BEST_uar72p35.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial13_BEST_uar68p31.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial14_BEST_uar72p50.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial15_BEST_uar67p09.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial16_BEST_uar73p35.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial17_BEST_uar69p60.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial18_BEST_uar69p73.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial19_BEST_uar71p37.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial20_BEST_uar74p64.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial21_BEST_uar70p50.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial22_BEST_uar70p20.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial23_BEST_uar71p25.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial24_BEST_uar72p67.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial25_BEST_uar73p95.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial26_BEST_uar67p54.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial27_BEST_uar72p32.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial28_BEST_uar76p65.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial29_BEST_uar71p32.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial4_BEST_uar72p98.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial5_BEST_uar70p94.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial6_BEST_uar74p81.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial7_BEST_uar73p08.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial8_BEST_uar67p89.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/hpo_trials/trial9_BEST_uar46p21.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch10_uar72p16.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch5_uar72p17.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch6_uar72p00.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch6_uar73p88.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_epoch6_uar74p95.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_seed1011.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,1011,FINAL model for this seed,KEEP,176
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,789,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch10_uar64p68.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch10_uar66p65.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch10_uar67p96.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch10_uar69p01.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch10_uar72p16.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch20_uar61p32.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch20_uar62p32.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch20_uar62p70.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch20_uar63p47.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/checkpoints/training/epoch20_uar66p10.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED/models/HPO_LAYERS_AugHPO.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial10_BEST_uar42p56.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial11_BEST_uar74p43.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial12_BEST_uar75p02.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial13_BEST_uar74p51.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial14_BEST_uar72p82.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial15_BEST_uar73p45.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial16_BEST_uar71p82.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial17_BEST_uar74p91.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial18_BEST_uar74p12.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial19_BEST_uar61p46.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial20_BEST_uar73p55.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial21_BEST_uar73p66.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial22_BEST_uar72p59.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial23_BEST_uar75p94.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial24_BEST_uar74p49.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial25_BEST_uar71p67.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial26_BEST_uar70p94.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial27_BEST_uar76p22.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial28_BEST_uar73p64.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial29_BEST_uar70p37.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial5_BEST_uar36p53.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial6_BEST_uar46p08.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial7_BEST_uar69p89.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial8_BEST_uar75p85.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/hpo_trials/trial9_BEST_uar48p63.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch12_uar75p83.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch18_uar72p43.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_epoch6_uar75p64.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,456,FINAL model for this seed,KEEP,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/FINAL_BEST_seed789.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,789,FINAL model for this seed,KEEP,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar64p84.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar71p67.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar72p09.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch10_uar74p32.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch20_uar59p48.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch20_uar61p86.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch20_uar68p66.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/checkpoints/training/epoch30_uar64p67.pth,emotion2vec · Arabic BAVED only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_BAVED_Frozen/models/HPO_LAYERS_AugHPO.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial13_BEST_uar46p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,264
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial14_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial15_BEST_uar55p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial16_BEST_uar58p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial17_BEST_uar48p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial18_BEST_uar63p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial19_BEST_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial20_BEST_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial21_BEST_uar60p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial22_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial23_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial24_BEST_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial25_BEST_uar63p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial26_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial27_BEST_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial28_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/hpo_trials/trial29_BEST_uar38p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch12_uar62p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch4_uar60p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_epoch4_uar62p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/epoch10_uar52p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/epoch10_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/epoch10_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE/checkpoints/training/epoch20_uar58p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage),Arabic,,periodic epoch snapshot,DISPOSABLE,693
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial17_BEST_uar48p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial18_BEST_uar50p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial19_BEST_uar57p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial20_BEST_uar56p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial21_BEST_uar46p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial22_BEST_uar41p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial23_BEST_uar56p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial24_BEST_uar50p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial25_BEST_uar55p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial26_BEST_uar52p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial27_BEST_uar55p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial28_BEST_uar56p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/hpo_trials/trial29_BEST_uar56p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,one Optuna HPO trial,DISPOSABLE,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_epoch14_uar58p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_epoch38_uar63p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_epoch43_uar65p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,best-epoch snapshot during final training,keep-ish,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed123.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,123,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed42.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,42,FINAL model for this seed,KEEP,633
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,456,FINAL model for this seed,KEEP,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch10_uar47p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch10_uar51p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch10_uar53p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch20_uar52p50.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch20_uar53p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch20_uar55p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch30_uar53p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch30_uar55p00.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch40_uar61p25.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch40_uar63p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch50_uar58p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_EYASE_Frozen/checkpoints/training/epoch50_uar63p75.pth,emotion2vec · Arabic EYASE only · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,369
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_Frozen/checkpoints/training/FINAL_BEST_seed456.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,456,FINAL model for this seed,KEEP,362
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_Frozen/checkpoints/training/epoch10_uar58p54.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,646
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_Frozen/checkpoints/training/epoch20_uar54p63.pth,emotion2vec · Arabic pooled (BAVED+EYASE) · from scratch (no English stage) · FROZEN encoder (linear probe),Arabic,,periodic epoch snapshot,DISPOSABLE,1
Revision/AE2iii_emotion2vec/notebooks/HPO_Scr_E2V_Frozen/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,362
Revision/AE3_Architecture_Ablation/notebooks/HPO_Eng_AttnPool/checkpoints/training/FINAL_BEST_seed42.pth,AttnPool · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint,Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE6_Statistics/notebooks/HPO_Eng_5seeds/checkpoints/training/FINAL_BEST_epoch12_uar70p60.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE6_Statistics/notebooks/HPO_Eng_5seeds/checkpoints/training/FINAL_BEST_epoch13_uar70p54.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE6_Statistics/notebooks/HPO_Eng_5seeds/checkpoints/training/FINAL_BEST_seed456.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic pooled (BAVED+EYASE) · initialised from the English checkpoint",Arabic,456,FINAL model for this seed,KEEP,731
Revision/AE6_Statistics/notebooks/HPO_Scr_5seeds/checkpoints/training/FINAL_BEST_epoch20_uar76p14.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE6_Statistics/notebooks/HPO_Scr_5seeds/checkpoints/training/FINAL_BEST_epoch2_uar75p56.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic pooled (BAVED+EYASE) · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE6_Statistics/notebooks/HPO_Scr_SourceB/checkpoints/training/FINAL_BEST_seed123.pth,SourceB · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,731
Revision/AE6_Statistics/notebooks/HPO_Scr_SourceB/checkpoints/training/FINAL_BEST_seed42.pth,SourceB · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE6_Statistics/notebooks/HPO_Scr_SourceB/checkpoints/training/FINAL_BEST_seed456.pth,SourceB · Arabic pooled (BAVED+EYASE) · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial32_BEST_uar73p78.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial33_BEST_uar63p24.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial34_BEST_uar74p83.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial35_BEST_uar69p80.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial36_BEST_uar68p73.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial37_BEST_uar75p60.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial38_BEST_uar71p90.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial39_BEST_uar67p32.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial40_BEST_uar69p81.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial41_BEST_uar69p03.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial42_BEST_uar72p87.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial43_BEST_uar69p66.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial44_BEST_uar66p49.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial45_BEST_uar72p49.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial46_BEST_uar54p62.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial47_BEST_uar70p41.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial48_BEST_uar69p52.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial49_BEST_uar66p47.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/hpo_trials/trial50_BEST_uar71p76.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch15_uar71p70.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch16_uar71p05.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch19_uar71p08.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch1_uar70p91.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar69p63.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch6_uar67p28.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed1011.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,1011,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed123.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,123,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,42,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,456,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch10_uar62p15.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch10_uar63p70.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch10_uar64p10.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch10_uar64p91.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch10_uar66p69.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch20_uar59p32.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch20_uar62p59.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch20_uar67p06.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch20_uar67p28.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch30_uar59p45.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch30_uar63p40.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/checkpoints/training/epoch30_uar69p36.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · initialised from the English checkpoint,Arabic,,periodic epoch snapshot,DISPOSABLE,1454
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_EYASE/checkpoints/hpo_trials/trial39_BEST_uar57p50.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · initialised from the English checkpoint,Arabic,,one Optuna HPO trial,DISPOSABLE,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_CrossAttn_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch10_uar72p13.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch11_uar71p31.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch13_uar67p46.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch14_uar72p07.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed123.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,123,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,456,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed789.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · initialised from the English checkpoint",Arabic,789,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch17_uar68p75.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch3_uar65p00.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch3_uar68p75.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch4_uar67p50.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch5_uar66p25.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed1011.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,1011,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed123.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,123,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed456.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,456,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed789.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · initialised from the English checkpoint",Arabic,789,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/checkpoints/training/FINAL_BEST_epoch1_uar62p07.pth,HuBERT Base alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/checkpoints/training/FINAL_BEST_epoch7_uar64p12.pth,HuBERT Base alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/checkpoints/training/FINAL_BEST_seed1011.pth,HuBERT Base alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,1011,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,HuBERT Base alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,456,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/checkpoints/training/FINAL_BEST_seed789.pth,HuBERT Base alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,789,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,HuBERT Base alone · Arabic EYASE only · initialised from the English checkpoint,Arabic,42,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_HuBERT_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch1_uar67p68.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar67p39.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar67p70.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar71p44.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch3_uar68p30.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,WavLM Base+ alone · Arabic BAVED only · initialised from the English checkpoint,Arabic,42,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_EYASE/checkpoints/training/FINAL_BEST_seed123.pth,WavLM Base+ alone · Arabic EYASE only · initialised from the English checkpoint,Arabic,123,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Eng_WavLM_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch10_uar69p79.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar68p05.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch32_uar69p12.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch8_uar70p25.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch9_uar65p14.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_epoch9_uar68p41.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed1011.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,1011,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed123.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic BAVED only · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/checkpoints/training/FINAL_BEST_epoch3_uar61p25.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/checkpoints/training/FINAL_BEST_seed123.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · from scratch (no English stage),Arabic,123,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/checkpoints/training/FINAL_BEST_seed456.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · from scratch (no English stage),Arabic,456,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/checkpoints/training/FINAL_BEST_seed789.pth,Cross-attention fusion (WavLM+HuBERT) · Arabic EYASE only · from scratch (no English stage),Arabic,789,FINAL model for this seed,KEEP,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_CrossAttn_EYASE/models/HPO_LAYERS_AugHPO.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,749
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch2_uar72p71.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch3_uar72p01.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch3_uar73p14.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_epoch4_uar72p41.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed123.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,123,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed456.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,456,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_BAVED/checkpoints/training/FINAL_BEST_seed789.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic BAVED only · from scratch (no English stage)",Arabic,789,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch13_uar67p50.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_EYASE/checkpoints/training/FINAL_BEST_epoch8_uar65p00.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · from scratch (no English stage)",Arabic,,best-epoch snapshot during final training,keep-ish,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed123.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · from scratch (no English stage)",Arabic,123,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_Fusion_EYASE/checkpoints/training/FINAL_BEST_seed42.pth,"Gated fusion (WavLM+HuBERT, per-sample softmax gate) · Arabic EYASE only · from scratch (no English stage)",Arabic,42,FINAL model for this seed,KEEP,731
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_HuBERT_BAVED/checkpoints/training/FINAL_BEST_seed1011.pth,HuBERT Base alone · Arabic BAVED only · from scratch (no English stage),Arabic,1011,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_HuBERT_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_HuBERT_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_WavLM_BAVED/checkpoints/training/FINAL_BEST_epoch12_uar72p61.pth,WavLM Base+ alone · Arabic BAVED only · from scratch (no English stage),Arabic,,best-epoch snapshot during final training,keep-ish,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_WavLM_BAVED/checkpoints/training/FINAL_BEST_seed42.pth,WavLM Base+ alone · Arabic BAVED only · from scratch (no English stage),Arabic,42,FINAL model for this seed,KEEP,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_WavLM_BAVED/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
Revision/AE7_Dataset_Ablation/notebooks/HPO_Scr_WavLM_EYASE/models/HPO_LAYERS_Aug.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,364
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2401
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2401
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed123.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,744
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed42.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,744
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed456.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,744
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,744
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,744
SER/Arch_Ablation/Cross_Attention_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Cross-attention, LayerNorm removed — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,744
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2387
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2387
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed456.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,456,mid-training optimiser state (resume only),DISPOSABLE,2387
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed123.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,740
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed42.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,740
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed456.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,740
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,740
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,740
SER/Arch_Ablation/Cross_Attention_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Cross-attention, 1-layer MLP head — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,740
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/checkpoints/hubert_wavlm_hpo/training_resume_seed456.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,456,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed123.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed42.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/best_model_seed456.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,730
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,730
SER/Arch_Ablation/Gated_Fusion_LayerNorm_Off/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Gated fusion, LayerNorm removed — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,730
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2658
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2658
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/checkpoints/hubert_wavlm_hpo/training_resume_seed456.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,456,mid-training optimiser state (resume only),DISPOSABLE,2658
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed123.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,727
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed42.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,727
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/best_model_seed456.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,727
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,727
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,727
SER/Arch_Ablation/Gated_Fusion_MLP_1Layer/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Gated fusion, 1-layer MLP head — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,727
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2653
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2653
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/checkpoints/hubert_wavlm_hpo/training_resume_seed456.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,456,mid-training optimiser state (resume only),DISPOSABLE,2653
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/best_model_seed123.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/best_model_seed42.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/best_model_seed456.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Minus_Projections/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Gated fusion, projections removed — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,726
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/checkpoints/hubert_wavlm_hpo/training_resume_seed123.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,123,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/checkpoints/hubert_wavlm_hpo/training_resume_seed42.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,42,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/checkpoints/hubert_wavlm_hpo/training_resume_seed456.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,456,mid-training optimiser state (resume only),DISPOSABLE,2671
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/best_model_seed123.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,123,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/best_model_seed42.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,42,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/best_model_seed456.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,456,FINAL model for this seed,KEEP,730
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,123,final model + metadata,KEEP,730
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,42,final model + metadata,KEEP,730
SER/Arch_Ablation/Gated_Fusion_Pooling_AttentionWeighted/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,"Gated fusion, attention-weighted pooling — English architecture ablation (AE 3)",English,456,final model + metadata,KEEP,730
SER/Combined/models/hubert_wavlm_hpo/crossattn_final.pth,Gated fusion — the paper's English model,English,,other,?,744
SER/Combined/models/hubert_wavlm_hpo/wavlm_hubert_optimized_final.pth,Gated fusion — the paper's English model,English,,other,?,730
SER/Combined/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Gated fusion — the paper's English model,English,123,final model + metadata,KEEP,730
SER/Combined/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,Gated fusion — the paper's English model,English,42,final model + metadata,KEEP,730
SER/Combined/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,Gated fusion — the paper's English model,English,456,final model + metadata,KEEP,730
SER/Emo2Vec_FineTuned/checkpoints/emo2vec_finetuned_hpo/training_resume_seed123.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,123,mid-training optimiser state (resume only),DISPOSABLE,2031
SER/Emo2Vec_FineTuned/checkpoints/emo2vec_finetuned_hpo/training_resume_seed42.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,42,mid-training optimiser state (resume only),DISPOSABLE,2031
SER/Emo2Vec_FineTuned/checkpoints/emo2vec_finetuned_hpo/training_resume_seed456.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,456,mid-training optimiser state (resume only),DISPOSABLE,2031
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed123.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,123,FINAL model for this seed,KEEP,628
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed42.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,42,FINAL model for this seed,KEEP,628
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed456.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,456,FINAL model for this seed,KEEP,628
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/emo2vec_finetuned_optimized_seed123.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,123,other,?,628
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/emo2vec_finetuned_optimized_seed42.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,42,other,?,628
SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/emo2vec_finetuned_optimized_seed456.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,456,other,?,628
SER/Emo2Vec_Frozen/checkpoints/emo2vec_frozen_hpo/training_resume_seed123.pth,emotion2vec frozen (English),English,123,mid-training optimiser state (resume only),DISPOSABLE,1262
SER/Emo2Vec_Frozen/checkpoints/emo2vec_frozen_hpo/training_resume_seed42.pth,emotion2vec frozen (English),English,42,mid-training optimiser state (resume only),DISPOSABLE,1262
SER/Emo2Vec_Frozen/checkpoints/emo2vec_frozen_hpo/training_resume_seed456.pth,emotion2vec frozen (English),English,456,mid-training optimiser state (resume only),DISPOSABLE,1262
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/best_model_seed123.pth,emotion2vec frozen (English),English,123,FINAL model for this seed,KEEP,628
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/best_model_seed42.pth,emotion2vec frozen (English),English,42,FINAL model for this seed,KEEP,628
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/best_model_seed456.pth,emotion2vec frozen (English),English,456,FINAL model for this seed,KEEP,628
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/emo2vec_frozen_optimized_seed123.pth,emotion2vec frozen (English),English,123,other,?,628
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/emo2vec_frozen_optimized_seed42.pth,emotion2vec frozen (English),English,42,other,?,628
SER/Emo2Vec_Frozen/models/emo2vec_frozen_hpo/emo2vec_frozen_optimized_seed456.pth,emotion2vec frozen (English),English,456,other,?,628
SER/_hf_restore/SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed123.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,123,FINAL model for this seed,KEEP,628
SER/_hf_restore/SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed42.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,42,FINAL model for this seed,KEEP,628
SER/_hf_restore/SER/Emo2Vec_FineTuned/models/emo2vec_finetuned_hpo/best_model_seed456.pth,emotion2vec fine-tuned (English) — SOURCE for the Arabic transfer arm,English,456,FINAL model for this seed,KEEP,628
runs/Bilinear_Fusion_Low_Rank/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Low-rank bilinear fusion (English),English,123,final model + metadata,KEEP,723
runs/Bilinear_Fusion_Low_Rank/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,Low-rank bilinear fusion (English),English,42,final model + metadata,KEEP,723
runs/Bilinear_Fusion_Low_Rank/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,Low-rank bilinear fusion (English),English,456,final model + metadata,KEEP,723
runs/Cross_Attention/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Cross-attention fusion (English),English,123,final model + metadata,KEEP,744
runs/Cross_Attention/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,Cross-attention fusion (English),English,42,final model + metadata,KEEP,744
runs/Cross_Attention/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,Cross-attention fusion (English),English,456,final model + metadata,KEEP,744
runs/Direct_Concatenation/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Direct concatenation (English),English,123,final model + metadata,KEEP,726
runs/Direct_Concatenation/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,Direct concatenation (English),English,42,final model + metadata,KEEP,726
runs/Direct_Concatenation/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,Direct concatenation (English),English,456,final model + metadata,KEEP,726
runs/Fixed_Weighted_Average/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Fixed 50/50 average (English),English,123,final model + metadata,KEEP,722
runs/Fixed_Weighted_Average/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed42.pth,Fixed 50/50 average (English),English,42,final model + metadata,KEEP,722
runs/Fixed_Weighted_Average/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed456.pth,Fixed 50/50 average (English),English,456,final model + metadata,KEEP,722
runs/Learned_Global_Scalar/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Single learned global scalar (English),English,123,final model + metadata,KEEP,722
runs/Mixture_of_Experts_2_Experts/models/hubert_wavlm_hpo/wavlm_hubert_optimized_seed123.pth,Mixture of 2 experts (English),English,123,final model + metadata,KEEP,728
scratch_donor/FINAL_BEST_seed42.pth,unclassified,?,42,FINAL model for this seed,KEEP,731
sources/HPO_LAYERS_Aug_ORIGINAL.pth,"INPUT checkpoint — loaded by runs, never an output",input,,other,?,731