Espnet: Development plan for 0.5.0

[ShigekiKarita]

This issue is derived from 0.4.0 #650. Feel free to add or remove items.

• general functions
  
  
  
  • [x] measure coverage #850
  
  
  • [ ] achieve 80% test coverage
  
  
  • [ ] asynchronous snapshot saving
  
  
  • [ ] completely fix pytorch warp_ctc
  
  
• new functions
  
  
  
  • [x] neural machine translation #563
  
  
  • [ ] transformer LM
  
  
  • [ ] RNN transducer
  
  
  • [ ] cycle consisntency based semi-supervised training #712
  
  
  • [ ] add neural vocder
  
  
  • [x] FastSpeech #848
  
  
• demo related
  
  
  
  • [ ] online decoding #638 #645
  
  
  • [ ] speed up for decoding #748 #980
  
  
  • [ ] Kaldi-free
  
  
  • [ ] tutorial based on Google colab #1003
  
  
• new recipes (see https://github.com/espnet/espnet/wiki/How-to-port-the-Kaldi-recipe-to-the-ESPnet-recipe%3F when you port the Kaldi recipe to the ESPnet recipe)
  
  
  
  • [ ] icsi meeting (https://github.com/kaldi-asr/kaldi/pull/2435)
  
  
  • [x] jsut ASR #793
  
  
  • [ ] common voice #1000
  
  
• update major recipes with SOTA for several ASR benchmarks
  
  
  
  • [ ] SWB
  
  
  • [ ] WSJ
  
  
  • [x] Librispeech #970
  
  
• update multi channel recipes
  
  
  
  • [ ] AMI #819
  
  
  • [ ] CHiME4 #837
  
  
• documentation
  
  
  
  • [ ] we should add more contents (see #876)...
  
  
  • [x] clarify the version policy #contributing
  
  
  • [ ] publish each version release with Zenodo (https://zenodo.org/)
  
  

[tomotious]

I am looking forward to the development of RNN transducer

[b-flo]

Hi @tomotious ,

RNN Transducer (vanilla & attention) is close to completion. We are doing validation on some datasets and we will push it into ESPNET soon.

[stale[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.