GoshKolotyan/ASR-Armenian

Speech2Text

0

stars

28

commits

Jupyter Notebook

primary language

Jun 26, 2025

updated

README

Armenian ASR

Modern speech-to-text model for Armenian language using Wav2Vec2-BERT (see also with quantization and LoRA fine-tuning).

Model Python License

Setup

pip install -r requirements.txt

Usage

python src/main.py

Model Performance

Best model performance on Armenian Common Voice dataset:

MetricScore
Word Error Rate (WER)14.40%
Character Error Rate (CER)2.54%
Evaluation Loss0.1424

Pre-trained Model: GoshKolotyan/w2v-bert-2.0-armenian-CV16.0-version-demo

Configuration

Edit configs/configs.yml for dataset and training settings.

For memory-efficient training, use configs/quantize_configs.yml.

Contributors

GoshKolotyan

28 commits

GoshKolotyan/ASR-Armenian

Speech2Text

0

stars

28

commits

Jupyter Notebook

primary language

Jun 26, 2025

updated

README

Armenian ASR

Modern speech-to-text model for Armenian language using Wav2Vec2-BERT (see also with quantization and LoRA fine-tuning).

Model Python License

Setup

pip install -r requirements.txt

Usage

python src/main.py

Model Performance

Best model performance on Armenian Common Voice dataset:

MetricScore
Word Error Rate (WER)14.40%
Character Error Rate (CER)2.54%
Evaluation Loss0.1424

Pre-trained Model: GoshKolotyan/w2v-bert-2.0-armenian-CV16.0-version-demo

Configuration

Edit configs/configs.yml for dataset and training settings.

For memory-efficient training, use configs/quantize_configs.yml.

Contributors

GoshKolotyan

28 commits

Languages

Jupyter Notebook

91.2%

Python

8.8%