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ESPnet2 pretrained model, Pavel Denisov/swahili_asr_train_asr_conformer_raw_sw_bpe100_sp_valid.acc.ave, fs=16k, lang=sw

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  • معلومة اضافية
    • بيانات النشر:
      Zenodo
    • الموضوع:
      2021
    • Collection:
      Zenodo
    • نبذة مختصرة :
      This model was trained by Pavel Denisov using swahili recipe in espnet . Python API See https://github.com/espnet/espnet_model_zoo Evaluate in the recipe git clone https://github.com/espnet/espnet cd espnet git checkout 401c39106b0e0dec2a9a40876a5057c3cad701e7 pip install -e . cd egs2/swahili/asr1 ./run.sh --skip_data_prep false --skip_train true --download_model Pavel Denisov/swahili_asr_train_asr_conformer_raw_sw_bpe100_sp_valid.acc.ave Results # RESULTS ## Environments - date: `Fri Aug 20 10:22:09 CEST 2021` - python version: `3.9.6 (default, Jul 16 2021, 00:00:00) [GCC 11.1.1 20210531 (Red Hat 11.1.1-3)]` - espnet version: `espnet 0.10.2a1` - pytorch version: `pytorch 1.9.0+cu111` - Git hash: `401c39106b0e0dec2a9a40876a5057c3cad701e7` - Commit date: `Wed Aug 18 14:25:46 2021 -0400` ## asr_train_asr_conformer_raw_sw_bpe100_sp ### WER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swa|868|18332|92.8|6.6|0.7|5.4|12.6|68.2| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swa_raw|868|18412|82.0|17.3|0.7|5.0|22.9|94.6| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swc|868|19504|84.5|12.7|2.8|2.5|18.0|84.2| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swc_raw|868|19512|76.2|21.4|2.5|2.1|26.0|96.1| ### CER |dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err| |---|---|---|---|---|---|---|---|---| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swa|868|117682|98.2|1.1|0.7|4.6|6.4|68.3| |decode_asr_lm_lm_train_lm_transformer_sw_bpe100_valid.loss.ave_asr_model_valid.acc.ave/test_iwslt_swa_raw|868|119860|95.7|2.0|2.3|4.2|8.5|94.7| ...
    • Relation:
      https://github.com/espnet/espnet; https://zenodo.org/communities/espnet; https://doi.org/10.5281/zenodo.5226978; https://doi.org/10.5281/zenodo.5226979; oai:zenodo.org:5226979
    • الرقم المعرف:
      10.5281/zenodo.5226979
    • الدخول الالكتروني :
      https://doi.org/10.5281/zenodo.5226979
      https://doi.org/10.5281/zenodo.5226978
    • Rights:
      info:eu-repo/semantics/openAccess ; Creative Commons Attribution 4.0 International ; https://creativecommons.org/licenses/by/4.0/legalcode
    • الرقم المعرف:
      edsbas.9A397E9