Yifan Yang 6434c8eadc
Add averaged model && change start from 0 to 1 && fix typo for gigaspeech (#990)
* Add averaged model && change start from 0 to 1 && fix typo

* Update train.py

* Set use-averaged-model False for BC

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Co-authored-by: yifanyang <yifanyeung@yifanyangs-MacBook-Pro.local>
2023-04-09 20:53:47 +08:00
..
2022-11-22 11:39:21 +08:00
2022-05-15 12:57:40 +08:00
2022-05-15 12:57:40 +08:00
2022-04-14 16:07:22 +08:00

GigaSpeech

GigaSpeech, an evolving, multi-domain English speech recognition corpus with 10,000 hours of high quality labeled audio, collected from audiobooks, podcasts and YouTube, covering both read and spontaneous speaking styles, and a variety of topics, such as arts, science, sports, etc. More details can be found: https://github.com/SpeechColab/GigaSpeech

Download

Apply for the download credentials and download the dataset by following https://github.com/SpeechColab/GigaSpeech#download. Then create a symlink

ln -sfv /path/to/GigaSpeech download/GigaSpeech

Performance Record

Dev Test
conformer_ctc 10.47 10.58
pruned_transducer_stateless2 10.40 10.51

See RESULTS for details.