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Belle Whisper Large V3 Zh Punct

Developed by BELLE-2
A Chinese speech recognition model fine-tuned based on whisper-large-v3-zh, significantly improving punctuation recognition while maintaining original performance standards.
Downloads 2,471
Release Time : 6/11/2024

Model Overview

This model focuses on Chinese speech recognition tasks, specifically optimized for punctuation recognition, suitable for various Chinese speech scenarios.

Model Features

Enhanced punctuation recognition
Incorporates data from punc_ct-transformer_cn-en-common-vocab471067-large model, significantly improving Chinese punctuation recognition accuracy
Lossless performance enhancement
Utilizes LoRA fine-tuning technology to improve punctuation recognition while preserving original speech recognition performance
Multi-scenario adaptation
Excellent performance in various complex acoustic scenarios such as meetings and online speech

Model Capabilities

Chinese speech-to-text
Automatic punctuation insertion
Multi-scenario speech recognition

Use Cases

Speech transcription
Meeting minutes
Automatically transcribes meeting speech content and adds correct punctuation
Achieves CER of only 10.973% on wenetspeech_meeting dataset
Voice notes
Converts personal voice memos into punctuated text
Speech analysis
Speech content analysis
Provides punctuated text input for subsequent NLP processing
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