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

Developed by gary109
This model is a fine-tuned automatic speech recognition model based on facebook/wav2vec2-large-lv60 using the AI_LIGHT_DANCE.PY - ONSET-SINGING dataset
Speech Recognition
Transformers
Open Source License:Apache-2.0#Singing voice recognition#Low word error rate#Audio fine-tuning
Downloads 16
Release Time : 5/15/2022

Model Overview

A fine-tuned model for speech recognition tasks, specifically optimized for singing content

Model Features

Optimized for singing content recognition
Specifically fine-tuned for singing content, potentially outperforming general speech recognition models on singing content
Low word error rate
Achieved a word error rate (WER) of 0.2088 on the evaluation set, demonstrating good performance
Based on wav2vec2 architecture
Uses facebook's wav2vec2-large-lv60 as the base model, featuring powerful speech feature extraction capabilities

Model Capabilities

Speech recognition
Singing content recognition

Use Cases

Music-related applications
Singing content transcription
Convert singing audio into text
Word error rate 0.2088
Music education assistance
Help music learners analyze singing content
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