Update README.md

README.md

@@ -45,21 +45,21 @@ Fine-tuned **OpenAI Whisper Small**.
 
 This model was fine-tuned on a **mixture of publicly available Serbian speech corpora**, including:
 
-- **Mozilla Common Voice 24.0, evaluated on **CV test (sr)**
-- **FLEURS Serbian**
-- **ParlaSpeech-RS** (subset of the full dataset)
+- Mozilla Common Voice 24.0, evaluated on **CV test (sr)**
+- FLEURS Serbian
+- ParlaSpeech-RS (subset of the full dataset)
 - Additional Serbian corpora used in the training pipeline
 
 
 ## Training procedure
 
-- **Epochs:** 8
-- **Batch size:** 32
-- **Optimizer:** AdamW
-- **LR:** 6e-5 with warmup (50 steps) + cosine decay to **min_lr = 1e-7**
-- **Mixed precision:** bfloat16
-- **SpecAugment:** frequency + time masking
-- **Sampling:** weighted sampling across datasets
+- Epochs: 8
+- Batch size: 32
+- Optimizer: AdamW
+- LR: 6e-5 with warmup (50 steps) + cosine decay to min_lr = 1e-7
+- Mixed precision: bfloat16
+- SpecAugment: frequency + time masking
+- Sampling: weighted sampling across datasets
 
 ### Training results
 
@@ -79,7 +79,7 @@ This model was fine-tuned on a **mixture of publicly available Serbian speech co
 - Text normalization used for WER:
   - punctuation removed
   - lowercased
-  - **Cyrillic → Latin** conversion
+  - Cyrillic → Latin conversion
   - numbers converted to words