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Ai Light Dance Stepmania Ft Wav2vec2 Large Xlsr 53 V3
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Ai Light Dance Stepmania Ft Wav2vec2 Large Xlsr 53 V3

Developed by gary109
Automatic speech recognition model based on wav2vec2-large-xlsr-53, fine-tuned on the GARY109/AI_LIGHT_DANCE dataset
Speech Recognition
Transformers
Open Source License:Apache-2.0#Dance rhythm recognition#High-precision audio transcription#Music game adaptation
Downloads 191
Release Time : 6/25/2022

Model Overview

This model is an automatic speech recognition model optimized for Stepmania game audio, primarily used to recognize audio commands or rhythm points in the game.

Model Features

High-precision speech recognition
Based on the wav2vec2-large-xlsr-53 architecture, providing high speech recognition accuracy
Game audio optimization
Specially fine-tuned for Stepmania game audio, suitable for gaming scenarios
Multi-round training optimization
After 10 rounds of training, the model's performance gradually improves and stabilizes

Model Capabilities

Automatic speech recognition
Game audio processing
Rhythm point detection

Use Cases

Gaming applications
Stepmania game command recognition
Recognize audio commands in the game to assist gameplay
Word error rate 0.6928
Game rhythm analysis
Analyze rhythm points in game audio for the development of game assistance tools
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