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Ai Light Dance Singing Ft Wav2vec2 Large Lv60 V2
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Ai Light Dance Singing Ft Wav2vec2 Large Lv60 V2

Developed by gary109
This model is an automatic speech recognition model fine-tuned on the ONSET-SINGING dataset based on wav2vec2-large-lv60, focusing on singing voice recognition tasks.
Speech Recognition
Transformers
Open Source License:Apache-2.0#Singing Voice Recognition#High-precision WER#Fine-tuned wav2vec2
Downloads 16
Release Time : 5/18/2022

Model Overview

This is an automatic speech recognition model optimized for singing voice recognition, performing well on the Word Error Rate (WER) metric.

Model Features

Singing Voice Optimization
Specially fine-tuned for singing voice, outperforming general speech recognition models on singing voice recognition tasks.
Low Word Error Rate
Achieved a Word Error Rate (WER) of 0.1858 on the evaluation set, demonstrating excellent performance.
Based on wav2vec2 Architecture
Utilizes Facebook's wav2vec2-large-lv60 as the base model, featuring powerful speech feature extraction capabilities.

Model Capabilities

Singing Voice Recognition
Automatic Speech-to-Text
Music Content Analysis

Use Cases

Music Technology
Singing Voice to Lyrics
Automatically convert singing recordings into lyric text
Word Error Rate 0.1858
Music Content Analysis
Analyze lyric content in songs
Entertainment Applications
Karaoke Lyric Synchronization
Real-time recognition of singing content and synchronized lyric display
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