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Ai Light Dance Stepmania Ft Wav2vec2 Large Xlsr 53 V6
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Ai Light Dance Stepmania Ft Wav2vec2 Large Xlsr 53 V6

Developed by gary109
This model is an automatic speech recognition (ASR) model fine-tuned on the GARY109/AI_LIGHT_DANCE - ONSET-STEPMANIA2 dataset based on wav2vec2-large-xlsr-53.
Speech Recognition
Transformers
Open Source License:Apache-2.0#Rhythm game speech recognition#XLSR-53 fine-tuning#Low word error rate
Downloads 160
Release Time : 6/28/2022

Model Overview

This is an automatic speech recognition (ASR) model specifically optimized for audio data in Stepmania games.

Model Features

Based on wav2vec2 architecture
Uses wav2vec2-large-xlsr-53 as the base model, providing excellent speech recognition capabilities
Optimized for game audio
Fine-tuned specifically on Stepmania game audio datasets, suitable for speech recognition in gaming scenarios
Multi-round training
Trained for 10 epochs with validation loss stabilized around 1.0 and word error rate approximately 0.65

Model Capabilities

Speech recognition
Audio transcription
Game audio processing

Use Cases

Gaming
Stepmania game speech recognition
Recognizing voice commands in Stepmania games
Word error rate approximately 0.65
Speech transcription
Game audio transcription
Transcribing voice content in games into text
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