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Wav2vec2 Large Xls R 300m Hindi Epochs15 Colab
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Wav2vec2 Large Xls R 300m Hindi Epochs15 Colab

Developed by vai6hav
This is a speech recognition model fine-tuned on the Common Voice dataset based on the facebook/wav2vec2-xls-r-300m model, supporting Hindi.
Speech Recognition
Transformers
Open Source License:Apache-2.0#Hindi Speech Recognition#Low Word Error Rate#XLS-R Architecture
Downloads 17
Release Time : 6/18/2022

Model Overview

This model is an optimized wav2vec2 model for Hindi speech recognition tasks, fine-tuned on the Common Voice dataset for 15 epochs.

Model Features

Based on Large-scale Pre-trained Model
Built on the facebook/wav2vec2-xls-r-300m pre-trained model, featuring powerful speech feature extraction capabilities.
Optimized for Hindi
Specifically fine-tuned for Hindi, suitable for Hindi speech recognition tasks.
Efficient Training
Completed 15 epochs of training in Google Colab environment, achieving a validation loss of 3.5705.

Model Capabilities

Hindi Speech Recognition
Audio to Text Conversion

Use Cases

Speech Transcription
Hindi Speech to Text
Convert Hindi speech content into text
Word Error Rate (WER) of 1.0
Voice Assistants
Hindi Voice Command Recognition
Used for voice command recognition in Hindi voice assistants or control systems
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