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Ai Light Dance Singing2 Ft Wav2vec2 Large Xlsr 53 5gram V4 1
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Ai Light Dance Singing2 Ft Wav2vec2 Large Xlsr 53 5gram V4 1

Developed by gary109
This model is an automatic speech recognition (ASR) model based on the wav2vec2-large-xlsr-53 architecture, fine-tuned on the GARY109/AI_LIGHT_DANCE - ONSET-SINGING2 dataset, primarily used for singing voice recognition tasks.
Speech Recognition
Transformers
#Singing voice recognition#High-precision speech transcription#Music content analysis
Downloads 66
Release Time : 6/28/2022

Model Overview

This is an automatic speech recognition model specifically optimized for singing voice, based on the wav2vec2-large-xlsr-53 architecture and fine-tuned on a specific singing dataset, capable of accurately recognizing singing content.

Model Features

Singing voice optimization
Specifically optimized for singing content, performing better in singing scenarios compared to general speech recognition models
High accuracy
Achieved a word error rate (WER) of 12.11% on the evaluation set, demonstrating good performance
Based on wav2vec2 architecture
Utilizes the powerful wav2vec2-large-xlsr-53 as the base model, featuring excellent speech feature extraction capabilities

Model Capabilities

Singing voice recognition
Automatic speech-to-text
Music content analysis

Use Cases

Music technology
Singing content transcription
Automatically convert singing recordings into text lyrics
Word error rate 12.11%
Music content analysis
Analyze singing content for music information retrieval
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