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Files changed (12) hide show
  1. results/bleu/st.csv +0 -2
  2. results/llama3_70b_judge/ac.csv +0 -2
  3. results/llama3_70b_judge/aqa.csv +0 -2
  4. results/llama3_70b_judge/ar.csv +0 -2
  5. results/llama3_70b_judge/si.csv +0 -2
  6. results/llama3_70b_judge/sqa.csv +0 -2
  7. results/llama3_70b_judge_binary/er.csv +0 -2
  8. results/llama3_70b_judge_binary/gr.csv +0 -2
  9. results/llama3_70b_judge_binary/sqa.csv +0 -2
  10. results/meteor/ac.csv +0 -2
  11. results/wer/asr.csv +0 -2
  12. results/wer/cnasr.csv +0 -2
results/bleu/st.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,covost2_en_id_test,covost2_en_zh_test,covost2_en_ta_test,covost2_id_en_test,covost2_zh_en_test,covost2_ta_en_test
2
- test_temp,,,,,,
3
  salmonn_7b,14.135708265627702,34.055681569415356,0.00045042243733421275,27.877196356747618,5.2319724257915645,0.4256092994569619
4
  wavllm_fairseq,13.841886973016162,31.96381187282953,0.0033159224040994286,5.933522277713613,2.368659001743569,0.1695522548322915
5
- old_models,,,,,,
6
  Qwen2-Audio-7B-Instruct,16.325186897428104,25.765420247070075,0.03245972071872916,6.326113431899141,16.466557744958333,0.04425838146050298
7
  meralion_audiollm_v1_lora,1.983753597754947,0.24380649078367136,0.13427851707976762,2.4791519769124193,0.23439934409487354,0.04510118277796115
8
  whisper_large_v3_with_llama_3_8b_instruct,,,,,,
 
1
  Model,covost2_en_id_test,covost2_en_zh_test,covost2_en_ta_test,covost2_id_en_test,covost2_zh_en_test,covost2_ta_en_test
 
2
  salmonn_7b,14.135708265627702,34.055681569415356,0.00045042243733421275,27.877196356747618,5.2319724257915645,0.4256092994569619
3
  wavllm_fairseq,13.841886973016162,31.96381187282953,0.0033159224040994286,5.933522277713613,2.368659001743569,0.1695522548322915
 
4
  Qwen2-Audio-7B-Instruct,16.325186897428104,25.765420247070075,0.03245972071872916,6.326113431899141,16.466557744958333,0.04425838146050298
5
  meralion_audiollm_v1_lora,1.983753597754947,0.24380649078367136,0.13427851707976762,2.4791519769124193,0.23439934409487354,0.04510118277796115
6
  whisper_large_v3_with_llama_3_8b_instruct,,,,,,
results/llama3_70b_judge/ac.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,audiocaps_test,wavcaps_test
2
- test_temp,,
3
  salmonn_7b,34.372727272727275,21.15606936416185
4
  wavllm_fairseq,5.5,6.901734104046243
5
- old_models,,
6
  Qwen2-Audio-7B-Instruct,40.77727272727273,33.78034682080925
7
  meralion_audiollm_v1_lora,,28.080924855491332
8
  whisper_large_v3_with_llama_3_8b_instruct,2.4727272727272727,3.445086705202312
 
1
  Model,audiocaps_test,wavcaps_test
 
2
  salmonn_7b,34.372727272727275,21.15606936416185
3
  wavllm_fairseq,5.5,6.901734104046243
 
4
  Qwen2-Audio-7B-Instruct,40.77727272727273,33.78034682080925
5
  meralion_audiollm_v1_lora,,28.080924855491332
6
  whisper_large_v3_with_llama_3_8b_instruct,2.4727272727272727,3.445086705202312
results/llama3_70b_judge/aqa.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,clotho_aqa_test,audiocaps_qa_test,wavcaps_qa_test
2
- test_temp,,,
3
  salmonn_7b,55.75299866725899,47.02875399361022,46.25
4
  wavllm_fairseq,43.01199466903598,29.840255591054312,26.25
5
- old_models,,,
6
  Qwen2-Audio-7B-Instruct,50.919591292758774,45.75079872204473,44.473684210526315
7
  meralion_audiollm_v1_lora,61.57510938259601,47.6038338658147,41.25
8
  whisper_large_v3_with_llama_3_8b_instruct,29.47134606841404,17.380191693290733,16.710526315789473
 
1
  Model,clotho_aqa_test,audiocaps_qa_test,wavcaps_qa_test
 
2
  salmonn_7b,55.75299866725899,47.02875399361022,46.25
3
  wavllm_fairseq,43.01199466903598,29.840255591054312,26.25
 
4
  Qwen2-Audio-7B-Instruct,50.919591292758774,45.75079872204473,44.473684210526315
5
  meralion_audiollm_v1_lora,61.57510938259601,47.6038338658147,41.25
6
  whisper_large_v3_with_llama_3_8b_instruct,29.47134606841404,17.380191693290733,16.710526315789473
results/llama3_70b_judge/ar.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,voxceleb_accent_test
2
- test_temp,
3
  salmonn_7b,37.443578169881
4
  wavllm_fairseq,
5
- old_models,
6
  Qwen2-Audio-7B-Instruct,29.187525646286417
7
  meralion_audiollm_v1_lora,54.89946655724252
8
  whisper_large_v3_with_llama_3_8b_instruct,39.32704144439885
 
1
  Model,voxceleb_accent_test
 
2
  salmonn_7b,37.443578169881
3
  wavllm_fairseq,
 
4
  Qwen2-Audio-7B-Instruct,29.187525646286417
5
  meralion_audiollm_v1_lora,54.89946655724252
6
  whisper_large_v3_with_llama_3_8b_instruct,39.32704144439885
results/llama3_70b_judge/si.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,openhermes_audio_test,alpaca_audio_test
2
- test_temp,,
3
  salmonn_7b,19.2,12.4
4
  wavllm_fairseq,22.400000000000002,21.6
5
- old_models,,
6
  Qwen2-Audio-7B-Instruct,44.800000000000004,52.599999999999994
7
  meralion_audiollm_v1_lora,65.0,71.39999999999999
8
  whisper_large_v3_with_llama_3_8b_instruct,63.0,70.8
 
1
  Model,openhermes_audio_test,alpaca_audio_test
 
2
  salmonn_7b,19.2,12.4
3
  wavllm_fairseq,22.400000000000002,21.6
 
4
  Qwen2-Audio-7B-Instruct,44.800000000000004,52.599999999999994
5
  meralion_audiollm_v1_lora,65.0,71.39999999999999
6
  whisper_large_v3_with_llama_3_8b_instruct,63.0,70.8
results/llama3_70b_judge/sqa.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,slue_p2_sqa5_test,public_sg_speech_qa_test,spoken_squad_test
2
- test_temp,,,
3
  salmonn_7b,78.23529411764706,56.77325581395348,62.956456737058495
4
  wavllm_fairseq,83.92156862745098,58.54651162790698,77.64903756307233
5
- old_models,,,
6
  Qwen2-Audio-7B-Instruct,80.04901960784315,58.31395348837209,64.86264249672958
7
  meralion_audiollm_v1_lora,81.17647058823529,53.51744186046511,66.30162586432442
8
  whisper_large_v3_with_llama_3_8b_instruct,82.99019607843137,64.94186046511628,83.81984675761541
 
1
  Model,slue_p2_sqa5_test,public_sg_speech_qa_test,spoken_squad_test
 
2
  salmonn_7b,78.23529411764706,56.77325581395348,62.956456737058495
3
  wavllm_fairseq,83.92156862745098,58.54651162790698,77.64903756307233
 
4
  Qwen2-Audio-7B-Instruct,80.04901960784315,58.31395348837209,64.86264249672958
5
  meralion_audiollm_v1_lora,81.17647058823529,53.51744186046511,66.30162586432442
6
  whisper_large_v3_with_llama_3_8b_instruct,82.99019607843137,64.94186046511628,83.81984675761541
results/llama3_70b_judge_binary/er.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,iemocap_emotion_test,meld_sentiment_test,meld_emotion_test
2
- test_temp,,,
3
  salmonn_7b,21.55688622754491,41.877394636015325,33.06513409961686
4
  wavllm_fairseq,45.90818363273453,50.076628352490424,41.0727969348659
5
- old_models,,,
6
  Qwen2-Audio-7B-Instruct,49.30139720558882,53.486590038314176,40.536398467432946
7
  meralion_audiollm_v1_lora,38.822355289421154,52.95019157088122,44.67432950191571
8
  whisper_large_v3_with_llama_3_8b_instruct,34.4311377245509,43.86973180076628,33.25670498084291
 
1
  Model,iemocap_emotion_test,meld_sentiment_test,meld_emotion_test
 
2
  salmonn_7b,21.55688622754491,41.877394636015325,33.06513409961686
3
  wavllm_fairseq,45.90818363273453,50.076628352490424,41.0727969348659
 
4
  Qwen2-Audio-7B-Instruct,49.30139720558882,53.486590038314176,40.536398467432946
5
  meralion_audiollm_v1_lora,38.822355289421154,52.95019157088122,44.67432950191571
6
  whisper_large_v3_with_llama_3_8b_instruct,34.4311377245509,43.86973180076628,33.25670498084291
results/llama3_70b_judge_binary/gr.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,voxceleb_gender_test,iemocap_gender_test
2
- test_temp,,
3
  salmonn_7b,88.90028723840788,51.59680638722555
4
  wavllm_fairseq,69.67583093967994,
5
- old_models,,
6
  Qwen2-Audio-7B-Instruct,99.1177677472302,49.30139720558882
7
  meralion_audiollm_v1_lora,99.52810832991383,50.998003992015974
8
  whisper_large_v3_with_llama_3_8b_instruct,53.40582683627411,51.49700598802395
 
1
  Model,voxceleb_gender_test,iemocap_gender_test
 
2
  salmonn_7b,88.90028723840788,51.59680638722555
3
  wavllm_fairseq,69.67583093967994,
 
4
  Qwen2-Audio-7B-Instruct,99.1177677472302,49.30139720558882
5
  meralion_audiollm_v1_lora,99.52810832991383,50.998003992015974
6
  whisper_large_v3_with_llama_3_8b_instruct,53.40582683627411,51.49700598802395
results/llama3_70b_judge_binary/sqa.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,cn_college_listen_mcq_test,dream_tts_mcq_test
2
- test_temp,,
3
  salmonn_7b,50.5063848524879,55.933089388395196
4
  wavllm_fairseq,65.43372963452224,64.55828541557763
5
- old_models,,
6
  Qwen2-Audio-7B-Instruct,74.50462351387054,66.70151594354418
7
  meralion_audiollm_v1_lora,87.27432848965213,76.94720334553058
8
  whisper_large_v3_with_llama_3_8b_instruct,85.24878907970057,86.0951385258756
 
1
  Model,cn_college_listen_mcq_test,dream_tts_mcq_test
 
2
  salmonn_7b,50.5063848524879,55.933089388395196
3
  wavllm_fairseq,65.43372963452224,64.55828541557763
 
4
  Qwen2-Audio-7B-Instruct,74.50462351387054,66.70151594354418
5
  meralion_audiollm_v1_lora,87.27432848965213,76.94720334553058
6
  whisper_large_v3_with_llama_3_8b_instruct,85.24878907970057,86.0951385258756
results/meteor/ac.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,audiocaps_test,wavcaps_test
2
- test_temp,,
3
  salmonn_7b,,
4
  wavllm_fairseq,,
5
- old_models,,
6
  Qwen2-Audio-7B-Instruct,,
7
  meralion_audiollm_v1_lora,,
8
  whisper_large_v3_with_llama_3_8b_instruct,,
 
1
  Model,audiocaps_test,wavcaps_test
 
2
  salmonn_7b,,
3
  wavllm_fairseq,,
 
4
  Qwen2-Audio-7B-Instruct,,
5
  meralion_audiollm_v1_lora,,
6
  whisper_large_v3_with_llama_3_8b_instruct,,
results/wer/asr.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,librispeech_test_clean,librispeech_test_other,common_voice_15_en_test,peoples_speech_test,gigaspeech_test,earnings21_test,earnings22_test,tedlium3_test,tedlium3_long_form_test,imda_part1_asr_test,imda_part2_asr_test
2
- test_temp,,,,,,,,,,0.37925696594427244,0.9822335025380711
3
  salmonn_7b,0.555834307918663,0.4180490665254317,0.3375363911542985,0.34335568653146914,0.14226764839341272,0.2687240831119165,0.3638199574803293,0.08558958163301515,0.18386810849140223,0.1581255622670608,0.6915082052617869
4
  wavllm_fairseq,0.02103218017882069,0.04798834811886432,0.14533325621300636,0.3792176325635977,0.15491778414546403,0.6447482518259942,0.6671766188447099,0.06621482559171073,0.4536784258110264,0.07762498393522684,0.4511070591299818
5
- old_models,,,,,,,,,,,
6
  Qwen2-Audio-7B-Instruct,0.03201041234390915,0.06073732195887794,0.11438872500819404,0.22323599266520214,0.11891779417331638,0.9865371146513101,0.9884312836905533,0.06387282211419042,0.953518879631271,0.0558572162961059,0.25686376660588695
7
  meralion_audiollm_v1_lora,0.023088240842041724,0.05005012578735317,0.0918438827513962,0.248582637787413,0.10348492939138457,0.15873920245466977,,0.042404456903587524,0.06544938840631094,0.04006554427451484,0.04100026048450117
8
  whisper_large_v3_with_llama_3_8b_instruct,0.01831591655034519,0.03714982881570734,0.09876543209876543,0.14540692118393275,0.09515429104337297,0.11773910240019567,0.15611126487402763,0.038146268762641496,0.04754476156709803,0.0464432592211798,0.2904141703568638
 
1
  Model,librispeech_test_clean,librispeech_test_other,common_voice_15_en_test,peoples_speech_test,gigaspeech_test,earnings21_test,earnings22_test,tedlium3_test,tedlium3_long_form_test,imda_part1_asr_test,imda_part2_asr_test
 
2
  salmonn_7b,0.555834307918663,0.4180490665254317,0.3375363911542985,0.34335568653146914,0.14226764839341272,0.2687240831119165,0.3638199574803293,0.08558958163301515,0.18386810849140223,0.1581255622670608,0.6915082052617869
3
  wavllm_fairseq,0.02103218017882069,0.04798834811886432,0.14533325621300636,0.3792176325635977,0.15491778414546403,0.6447482518259942,0.6671766188447099,0.06621482559171073,0.4536784258110264,0.07762498393522684,0.4511070591299818
 
4
  Qwen2-Audio-7B-Instruct,0.03201041234390915,0.06073732195887794,0.11438872500819404,0.22323599266520214,0.11891779417331638,0.9865371146513101,0.9884312836905533,0.06387282211419042,0.953518879631271,0.0558572162961059,0.25686376660588695
5
  meralion_audiollm_v1_lora,0.023088240842041724,0.05005012578735317,0.0918438827513962,0.248582637787413,0.10348492939138457,0.15873920245466977,,0.042404456903587524,0.06544938840631094,0.04006554427451484,0.04100026048450117
6
  whisper_large_v3_with_llama_3_8b_instruct,0.01831591655034519,0.03714982881570734,0.09876543209876543,0.14540692118393275,0.09515429104337297,0.11773910240019567,0.15611126487402763,0.038146268762641496,0.04754476156709803,0.0464432592211798,0.2904141703568638
results/wer/cnasr.csv CHANGED
@@ -1,8 +1,6 @@
1
  Model,aishell_asr_zh_test
2
- test_temp,
3
  salmonn_7b,0.8527647443131199
4
  wavllm_fairseq,0.7054601967888183
5
- old_models,
6
  Qwen2-Audio-7B-Instruct,0.09317772366415236
7
  meralion_audiollm_v1_lora,0.08340757458771357
8
  whisper_large_v3_with_llama_3_8b_instruct,
 
1
  Model,aishell_asr_zh_test
 
2
  salmonn_7b,0.8527647443131199
3
  wavllm_fairseq,0.7054601967888183
 
4
  Qwen2-Audio-7B-Instruct,0.09317772366415236
5
  meralion_audiollm_v1_lora,0.08340757458771357
6
  whisper_large_v3_with_llama_3_8b_instruct,