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12
12
6a5e3609ce48404af7b302ee
My brother is lazy and he never washes his clothes.
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
0-100
150
[21,5,6,27,2,9,11,16,37,20,12,37,17,2,22,8,15,17,22,10,34,11,35,0,29,16,37,15,16,37,19,20,24,9,37,-1(...TRUNCATED)
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[0.7580624222755432,0.8329558372497559,0.49515068531036377,0.8859212398529053,0.49515068531036377,0.(...TRUNCATED)
[3,3,3,3,3,3,3,3,3,3,3,3,3,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED)
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[ 19.584026336669922, 20, -1, 16 ]
[ 0.42344677448272705, 0.30000001192092896, 0, 0.9190673232078552 ]
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[[-13.8828125,-6.31640625,-22.796875,4.45703125,-2.46875,1.453125,-13.9296875,-4.95703125,0.61669921(...TRUNCATED)
12
6a7eed04d9f5c45efb6a07cc
Are you happy with your choice of where you're living?
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
0-100
150
[0,27,36,33,15,1,26,17,35,16,9,36,3,27,7,25,28,2,34,35,10,27,36,32,27,20,16,34,16,23,-1,-1,-1,-1,-1,(...TRUNCATED)
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[ 10.700333595275879, 10, -1, 10.700333595275879 ]
[ 0.9511240124702454, 0.30000001192092896, 0, 0.8701976537704468 ]
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12
6a623395ce48404af7d6147a
My brother is lazy and he never washes his clothes.
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
0-100
150
[21,5,6,27,2,9,11,16,37,20,12,37,17,2,22,8,15,17,22,10,34,11,35,0,29,16,37,15,16,37,19,20,24,9,37,-1(...TRUNCATED)
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[ 37.351409912109375, 20, -1, 10 ]
[ 0.7629067301750183, 0.30000001192092896, 0, 0.7445590496063232 ]
[ 3, 1, 2, 3 ]
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12
6a585cb2ce48404af78432a4
My brother likes swimming but I prefer playing football.
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
0-100
150
[21,5,6,27,2,9,11,20,5,19,28,28,35,16,21,16,23,6,2,30,5,26,27,2,13,11,26,20,12,16,23,13,32,30,6,3,20(...TRUNCATED)
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12
6a71f66adc24116109b396dd
Are you happy with your choice of where you're living?
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
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150
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12
6a8575e4d9f5c45efb9af840
Are you happy with your choice of where you're living?
["AA","AE","AH","AO","AW","AY","B","CH","D","DH","EH","ER","EY","F","G","HH","IH","IY","JH","K","L",(...TRUNCATED)
[ "accuracy", "completeness", "fluency", "total" ]
[ "accuracy" ]
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150
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[ 0, 10, -1, 0 ]
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In the evening after school, I always tidy up my room.
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My brother is lazy and he never washes his clothes.
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12
6a251d2f4c2371643d4d5132
My brother is lazy and he never washes his clothes.
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[ "accuracy", "completeness", "fluency", "total" ]
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150
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[ 34.81321334838867, 50, -1, 34.81321334838867 ]
[ 0.7695683836936951, 0.30000001192092896, 0, 0.9273861646652222 ]
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12
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In the evening after school, I always tidy up my room.
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[ "accuracy", "completeness", "fluency", "total" ]
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150
[16,22,9,2,17,34,22,16,23,1,13,30,11,28,19,33,20,5,3,20,35,12,37,30,5,8,17,2,26,21,5,27,33,21,-1,-1,(...TRUNCATED)
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[ 13.238531112670898, 18, -1, 13.238531112670898 ]
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12
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VuiHoc GOPT Gold Features (Đã trích xuất đầy đủ Feature)

Dataset GOPT VuiHoc Gold (6,361 câu) đã được trích xuất sẵn toàn bộ Feature trên GPU:

  • feat [150, 80]: KoelLabs-GOP (log-posterior ratio normalized)
  • occ [150]: Soft occupancy
  • dur [150] + eng [150, 7]: Prosody 8-d (Viterbi forced alignment + RMSE energy)
  • wavlm [150, 1024]: WavLM-large Layer 12 pooled per-phone (fp16)
  • Nhãn: phn, phone_label, word_acc, utt_label, msdd_type, msdd_sub

Load trực tiếp để train

from datasets import load_dataset
ds = load_dataset("tiennguyenbnbk/gopt-vh-gold-features")
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