Whisper-tiny-zh Open-source Chinese Speech Recognition Model - Free to Use and Accurately Recognize Voice Content

Whisper Tiny Zh

Developed by xmzhu

A Chinese speech recognition model fine-tuned based on openai/whisper-tiny, trained on the Common Voice 11.0 Chinese dataset

Speech Recognition

Transformers

ChineseOpen Source License:Apache-2.0 #Chinese Speech Recognition #Low-resource Optimization #Fine-tuned Model

Downloads 245

Release Time : 12/18/2022

Model Overview

This is a Whisper Tiny model specifically optimized for Chinese speech recognition, suitable for Automatic Speech Recognition (ASR) tasks

Model Features

Chinese Optimization

Specially fine-tuned for the characteristics of Chinese speech

Lightweight

Based on the Whisper Tiny architecture, the model is small in size and suitable for resource-limited environments

Open Source License

Uses the Apache 2.0 license, allowing commercial use

Model Capabilities

Chinese Speech Recognition

Automatic Speech-to-Text

Use Cases

Speech Transcription

Chinese Speech-to-Text

Convert Chinese speech content into text

Word Error Rate 91.09% (on the Common Voice test set)

Voice Assistant

Chinese Voice Command Recognition

Recognize and understand Chinese voice commands

Training Loss	Epoch	Step	Validation Loss	Wer
0.9397	2.02	1000	0.6568	98.7326
0.5387	4.04	2000	0.6149	94.5197
0.3317	6.06	3000	0.6080	95.0354
0.225	8.07	4000	0.6121	91.0934
0.3166	11.0	5000	0.6092	92.3171

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Whisper Tiny Zh

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Whisper Tiny Chinese

🚀 Quick Start

📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

🔧 Technical Details

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License