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Wav2vec2 Large Xls R 300m Pun Colab
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Wav2vec2 Large Xls R 300m Pun Colab

Developed by shibli
A speech recognition model fine-tuned on the Common Voice dataset based on facebook/wav2vec2-xls-r-300m
Speech Recognition
Transformers
Open Source License:Apache-2.0#Speech Recognition#Multilingual Support#High-Precision Audio Processing
Downloads 20
Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of wav2vec2-xls-r-300m, focusing on speech recognition tasks, particularly suitable for processing speech content in the Common Voice dataset.

Model Features

Fine-Tuned Large-Scale Pre-trained Model
Fine-tuned on the 300-million-parameter wav2vec2-xls-r-300m model, equipped with powerful speech feature extraction capabilities
Common Voice Dataset Optimization
Specifically optimized for the Common Voice dataset, likely to perform better on this dataset
Efficient Training Configuration
Utilizes mixed-precision training and gradient accumulation techniques to improve training efficiency

Model Capabilities

Speech Recognition
Speech-to-Text
Audio Content Understanding

Use Cases

Speech Transcription
Speech Content Transcription
Convert speech content into text format
Voice Assistants
Voice Command Recognition
Recognize and understand voice commands
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