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Wav2vec2 Large Xls R 300m Ab V4
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Wav2vec2 Large Xls R 300m Ab V4

Developed by Arxived
This is an automatic speech recognition model fine-tuned on the Abkhazian (ab) dataset based on Facebook's wav2vec2-xls-r-300m model
Speech Recognition
Transformers
 OtherOpen Source License:Apache-2.0#Abkhazian language recognition#Low-resource speech processing#XLS-R architecture
Downloads 16
Release Time : 3/2/2022

Model Overview

This model is specifically designed for automatic speech recognition tasks in Abkhazian, fine-tuned on the Common Voice 7.0 - AB dataset

Model Features

Specialized for Abkhazian
Speech recognition model specifically optimized for Abkhazian language
Based on large-scale pre-trained model
Fine-tuned on the wav2vec2-xls-r-300m model, inheriting its powerful speech feature extraction capabilities
Moderate word error rate
Achieves a word error rate (WER) of 0.5794 on the evaluation set

Model Capabilities

Abkhazian speech recognition
Speech-to-text
Audio content transcription

Use Cases

Speech transcription
Abkhazian speech transcription
Convert Abkhazian speech content to text
Word error rate 0.5794
Voice assistant
Abkhazian voice interaction
Used for building Abkhazian voice assistants
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