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Wav2vec2 Xls R Openslr Hi V2
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Wav2vec2 Xls R Openslr Hi V2
Developed by LegolasTheElf
This is an automatic speech recognition (ASR) model fine-tuned on Hindi speech datasets based on the facebook/wav2vec2-xls-r-300m model
Downloads 21
Release Time : 3/2/2022
Model Overview
This model is specifically optimized for Hindi speech recognition tasks, demonstrating low word error rate and character error rate on evaluation sets
Model Features
Optimized for Hindi Speech Recognition
Specially fine-tuned on the Harveenchadha/indic-voice Hindi dataset, optimized for Hindi speech characteristics
Low Error Rate
Achieves a word error rate (WER) of 0.3104 and a character error rate (CER) of 0.0958 on evaluation sets
Based on XLS-R Architecture
Utilizes facebook's wav2vec2-xls-r-300m pre-trained model as foundation, with powerful speech feature extraction capabilities
Model Capabilities
Hindi speech-to-text
Continuous speech recognition
Speech content transcription
Use Cases
Speech Transcription
Hindi Meeting Minutes
Automatically transcribe Hindi meeting recordings into text records
Approximately 90.42% accuracy (based on CER)
Voice Assistant
Provide speech recognition capabilities for Hindi voice assistants
Educational Applications
Language Learning Assistance
Help learners practice Hindi pronunciation and receive instant feedback
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