Wav2vec2 Xlsr Chuvash

🚀 sammy786/wav2vec2-xlsr-chuvash

This model is a fine - tuned version of facebook/wav2vec2-xls-r-1b on the MOZILLA - FOUNDATION/COMMON_VOICE_8_0 - cv dataset, aiming at automatic speech recognition.

🚀 Quick Start

This model is a fine - tuned version of facebook/wav2vec2-xls-r-1b on the MOZILLA - FOUNDATION/COMMON_VOICE_8_0 - cv dataset. It achieves the following results on the evaluation set (which is 10 percent of the train dataset merged with other and dev datasets):

• Loss: 18.02
• Wer: 29.22

✨ Features

• Fine - tuned Model: Based on the pre - trained facebook/wav2vec2-xls-r-1b, fine - tuned on the MOZILLA - FOUNDATION/COMMON_VOICE_8_0 - cv dataset.
• Good Performance: Achieved certain results on the evaluation set, with a loss of 18.02 and a Wer of 29.22.

📚 Documentation

Model description

"facebook/wav2vec2-xls-r-1b" was finetuned.

Intended uses & limitations

More information needed

Training and evaluation data

Training data - Common voice Finnish train.tsv, dev.tsv and other.tsv

Training procedure

For creating the train dataset, all possible datasets were appended and a 90 - 10 split was used.

Training hyperparameters

The following hyperparameters were used during training:

Training results

Framework versions

• Transformers 4.16.0.dev0
• Pytorch 1.10.0+cu102
• Datasets 1.17.1.dev0
• Tokenizers 0.10.3

Evaluation Commands

1. To evaluate on mozilla-foundation/common_voice_8_0 with split test

python eval.py --model_id sammy786/wav2vec2-xlsr-chuvash --dataset mozilla-foundation/common_voice_8_0 --config cv --split test

📄 License

This model is released under the Apache - 2.0 license.