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Wav2vec2 Large Xls R 300m My Hindi Presentation Colab
A speech recognition model fine-tuned on the common_voice dataset based on facebook/wav2vec2-xls-r-300m
Downloads 22
Release Time : 3/2/2022
Model Overview
This model is optimized for Hindi speech recognition, suitable for tasks converting speech to text.
Model Features
Based on XLS-R Architecture
Utilizes facebook's wav2vec2-xls-r-300m architecture with powerful speech feature extraction capabilities
Hindi Optimization
Fine-tuned on the CommonVoice Hindi dataset for better recognition performance on Hindi speech
Efficient Training
Uses mixed-precision training and gradient accumulation techniques to improve training efficiency
Model Capabilities
Speech Recognition
Hindi Speech-to-Text
Use Cases
Speech Transcription
Hindi Speech Transcription
Convert Hindi speech content into text
Voice Assistants
Hindi Voice Command Recognition
Used for command recognition systems in Hindi voice assistants
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