Wav2vec2 Irish Large

🚀 wav2vec2-irish-lite Speech to Text

This is a speech-to-text model that can convert Irish speech into text, providing a convenient solution for Irish speech processing.

🚀 Quick Start

The model can be used directly (without a language model) as follows:

💻 Usage Examples

Basic Usage

import torch
import torchaudio
from datasets import load_dataset
from transformers import Wav2Vec2ForCTC, Wav2Vec2Processor
test_dataset = load_dataset("common_voice", "ga-IE", split="test[:2%]") 
processor = Wav2Vec2Processor.from_pretrained("Semih/wav2vec2_Irish_Large")
model = Wav2Vec2ForCTC.from_pretrained("Semih/wav2vec2_Irish_Large")
resampler = torchaudio.transforms.Resample(48_000, 16_000)

Test Result: 55.11

📚 Documentation

Model Information

Model Index

• Name: XLSR Wav2Vec2 Irish by Semih GULUM
  • Results:
    • Task:
      • Name: Speech Recognition
      • Type: automatic-speech-recognition
    • Dataset:
      • Name: Common Voice gle
      • Type: common_voice
      • Args: ga-IE
    • Metrics:
      • Name: Test WER
      • Type: wer

📄 License

This project is licensed under the Apache-2.0 license.