New Features

• [New Features][ESPnet2][TTS][Installation][README] [TTS] Support python-based toolkit for xvector extractors #4016 by @Fhrozen
• [New Features][ESPnet2] Add SpecAug2 which supports variable maximum width in time masking #3902 by @pyf98

Recipe

• [Recipe][ESPnet1][ASR] Add librispeech-100h recipe #3997 by @YosukeHiguchi
• [Recipe][ESPnet1][ASR] Update egs/librispeech_100 #4036 by @YosukeHiguchi
• [Recipe][ESPnet2][ASR][README] Scoring Mandarin / English separately for the SEAME corpus #3976 by @vectominist
• [Recipe][ESPnet2][ASR][README] update LibriSpeech Pretrained models with SSLRs: results and huggingf… #3979 by @simpleoier
• [Recipe][ESPnet2][ASR][README][ST] Speech translation framework (merging into master) #3987 by @ftshijt
• [Recipe][ESPnet2][ASR][TTS] Update two recipes (googlei18n and hub4_spanish) #3895 by @ftshijt
• [Recipe][ESPnet2][SLU][README] updated the results of Slue voxceleb #3929 by @siddhu001
• [Recipe][ESPnet2][ST] Update the default setting for st #3993 by @ftshijt

Bugfix

• [Bugfix][ESPnet1][RNNT] Fix bug for Conformer-T #4020 by @YosukeHiguchi
• [Bugfix][ESPnet2][Diarization] Diarization: fix for convolutional input layer in the encoder #3957 by @alumae
• [Bugfix][ESPnet2][Diarization] Two fixes to diarization evaluation scripts #3938 by @alumae
• [Bugfix][ESPnet2][Diarization][Recipe] Fix issues in EEND-EDA & add Librimix_diar recipe #3900 by @YushiUeda
• [Bugfix][ESPnet2][ESPnet1][ASR][streaming] streaming conformer bugfix #4025 by @jeon30c
• [Bugfix][ESPnet2][LM] Bugfix for espnet2 ngram #4002 by @yaochie
• [Bugfix][ESPnet2][RNNT] espnet2 asr inference bugfix for transducer #3943 by @jeon30c
• [Bugfix][ESPnet2][ST] Bugfix for ST scoring #3972 by @ftshijt

Enhancement

• [Enhancement][ESPnet2] cleaned tensorboard and stats logging for espnet2 #3910 by @siddalmia
• [Enhancement][ESPnet2][Diarization] Add test codes for diarization #3953 by @YushiUeda
• [Enhancement][ESPnet2][streaming] Add reference for streaming ASR #4014 by @D-Keqi

Ohter

• [CI] remove the support of pytorch 1.3.1 #4038 by @sw005320
• [CI][ESPnet1][ESPnet2] fix ci for librosa update #4043 by @ftshijt
• [CI][Installation] Fix numpy version #3965 by @kan-bayashi
• [CI][Installation] temporary fixed pypinyin version #3995 by @kan-bayashi
• [Documentation][ESPnet1][ESPnet2][README][SLU] Add Sinhala E2E SLU Recipe #3890 by @karthik19967829
• [Documentation][README] Update README.md #4039 by @sw005320
• [ESPnet2][README] Update README.md #3931 by @sw005320
• [ESPnet2][README][TTS][Typo] Fix typo in README.md #4024 by @kan-bayashi

Acknowledgements

Special thanks to @D-Keqi, @Fhrozen, @YosukeHiguchi, @YushiUeda, @alumae, @ftshijt, @jeon30c, @kan-bayashi, @karthik19967829, @pyf98, @siddalmia, @siddhu001, @simpleoier, @sw005320, @vectominist, @yaochie.

Full Changelog

https://github.com/espnet/espnet/compare/v.0.10.5...v.0.10.6