Info
This Wav2Vec2 model was first pretrained on 500 hours Kalmyk TV recordings and 1000 hours Mongolian speech recognition dataset. After that, the model was finetuned on a 300 hours Kalmyk synthetic STT dataset created by a voice conversion model.
- 50% WER on a private test set created from Kalmyk TV recordnings
- on clean voice recordings, the model should have much lower WER
- voice conversion info
- 300 hours Kalmyk synthetic STT dataset
- The source voice is a Kalmyk female voice TTS
- Target voices are from the VCTK dataset
- example data: https://twitter.com/tugstugi/status/1409111296897912835
- each WAV has a different text created from Kalmyk books