ghosthunterk

Results 5 comments of ghosthunterk

Encountered the same problem even with larger dataset (91 steps and 20 epochs).

Python 3.8 Pip install all in requirements.txt, with exception of torch 1.7.1 i had to use (conda install pytorch==1.7.1 torchvision==0.8.2 torchaudio==0.7.2 cudatoolkit=11.0 -c pytorch) because I have CUDA 11.4 I...

Audio are already pre-processed to be 16000 sampling rate and .wav format ![image](https://github.com/khanld/ASR-Wav2vec-Finetune/assets/65654745/8630765c-0d42-4798-a7db-c4df80763c84)

> Ping me at mail [[email protected]](mailto:[email protected]) for better debugging since I rarely check the GitHub notifications Already, thanks

![image](https://github.com/khanld/ASR-Wav2vec-Finetune/assets/65654745/7df97fdb-8245-4a85-9da8-c541d052f06d) So after having experimented a while, I found that increasing the learning rate (about >1e-5) and set the scheduler max learning rate to >=1e-4 helped the model to actually...