Shih-Lun Wu
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add model files
Browse files- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/RESULTS.md +41 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/config.yaml +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/acc.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/backward_time.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/cer.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/forward_time.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/gpu_max_cached_mem_GB.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/iter_time.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/loss.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/loss_att.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/optim0_lr0.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/optim_step_time.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/train_time.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/wer.png +0 -0
- exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/valid.acc.ave.pth +3 -0
exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/RESULTS.md
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<!-- Generated by scripts/utils/show_asr_result.sh -->
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# RESULTS
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## Environments
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- date: `Tue Jan 10 04:15:30 CST 2023`
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- python version: `3.9.13 (main, Aug 25 2022, 23:26:10) [GCC 11.2.0]`
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- espnet version: `espnet 202211`
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- pytorch version: `pytorch 1.12.1`
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- Git hash: `d89be931dcc8f61437ac49cbe39a773f2054c50c`
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- Commit date: `Mon Jan 9 11:06:45 2023 -0600`
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## asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs
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### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/dt05_real_isolated_1ch_track|1640|24791|97.8|1.7|0.5|0.3|2.5|24.5|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/dt05_simu_isolated_1ch_track|1640|24792|96.1|3.0|0.9|0.5|4.4|35.6|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/et05_real_isolated_1ch_track|1320|19341|96.4|2.9|0.7|0.5|4.1|33.0|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/et05_simu_isolated_1ch_track|1320|19344|93.4|5.0|1.7|0.8|7.4|41.8|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/dt05_real_isolated_1ch_track|1640|24791|97.7|1.8|0.5|0.4|2.8|25.5|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/dt05_simu_isolated_1ch_track|1640|24792|96.0|3.3|0.8|0.7|4.8|36.0|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/et05_real_isolated_1ch_track|1320|19341|96.1|3.3|0.6|0.7|4.6|34.9|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/et05_simu_isolated_1ch_track|1320|19344|92.9|5.8|1.3|1.2|8.3|43.2|
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### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/dt05_real_isolated_1ch_track|1640|141889|99.1|0.3|0.5|0.3|1.2|24.5|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/dt05_simu_isolated_1ch_track|1640|141900|98.2|0.8|1.0|0.5|2.3|35.6|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/et05_real_isolated_1ch_track|1320|110558|98.5|0.7|0.8|0.5|1.9|33.0|
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|decode_asr_whisper_noctc_beam20_asr_model_valid.acc.ave/et05_simu_isolated_1ch_track|1320|110572|96.5|1.6|1.9|0.8|4.3|41.8|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/dt05_real_isolated_1ch_track|1640|141889|99.1|0.4|0.5|0.5|1.3|25.5|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/dt05_simu_isolated_1ch_track|1640|141900|98.2|0.9|0.9|0.6|2.4|36.0|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/et05_real_isolated_1ch_track|1320|110558|98.4|0.9|0.7|0.6|2.2|34.9|
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|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/et05_simu_isolated_1ch_track|1320|110572|96.3|2.0|1.7|1.2|4.9|43.2|
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### TER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/config.yaml
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/acc.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/backward_time.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/cer.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/forward_time.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/gpu_max_cached_mem_GB.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/iter_time.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/loss.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/loss_att.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/optim0_lr0.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/optim_step_time.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/train_time.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/images/wer.png
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exp/asr_whisper_medium_finetune_lr1e-5_adamw_wd1e-2_3epochs/valid.acc.ave.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:546b53993a0385a7b55ed92b3c01807edbf8dd7e372343aaf2d3dee92be9fa5f
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size 3055775259
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