Open-source speech-to-text model for personal use - Free deployment and optimized transcription for specific accents

Personal Speech To Text Model

Developed by fractalego

A personal speech-to-text model fine-tuned from facebook/wav2vec2-large-robust-ft-swbd-300h, optimized for specific accents.

Speech Recognition

Transformers

#Personalized accent adaptation #Few-shot fine-tuning #High-precision speech recognition

Downloads 75

Release Time : 3/2/2022

Model Overview

This model is a speech recognition model optimized for personal accents, fine-tuned with approximately 1,000 personal voice recordings to more accurately recognize speech with specific accents.

Model Features

Accent optimization

Optimized for specific accents to improve recognition accuracy.

Lightweight fine-tuning

Fine-tuned with only about 1,000 personal voice recordings to maintain model efficiency.

Based on a powerful foundation model

Built upon Facebook's wav2vec2-large-robust-ft-swbd-300h model, featuring robust speech recognition capabilities.

Model Capabilities

Speech-to-text

Specific accent recognition

Use Cases

Personal use

Personal voice note transcription

Accurately convert personal voice notes to text

Improved speech recognition accuracy for users with specific accents

Voice command recognition

Recognize voice commands with specific accents

Enhanced voice control experience for smart home devices

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Personal Speech To Text Model

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Personal speech to text model

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