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Wav2vec2 Large Xls R 300m Albanian Colab
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Wav2vec2 Large Xls R 300m Albanian Colab

Developed by Alimzhan
This model is a speech processing model fine - tuned on the common_voice_albanian dataset based on facebook/wav2vec2-xls-r-300m, suitable for Albanian - related tasks.
Speech Recognition
Transformers
Open Source License:Apache-2.0#Albanian speech recognition#XLS - R fine - tuned model#Low - resource speech processing
Downloads 8,810
Release Time : 11/20/2023

Model Overview

This is a speech recognition model optimized for Albanian, based on the wav2vec2 architecture, suitable for automatic speech recognition (ASR) tasks.

Model Features

Optimized for Albanian
Specifically fine - tuned for Albanian, improving the recognition accuracy of this language
Based on the wav2vec2 architecture
Adopts the advanced wav2vec2-xls-r-300m architecture, with good speech feature extraction ability
Efficient training
Uses techniques such as mixed - precision training and gradient accumulation to optimize the training process

Model Capabilities

Albanian speech recognition
Speech - to - text
Speech feature extraction

Use Cases

Speech technology
Albanian speech transcription
Convert Albanian speech content into text
Voice assistant development
Used to develop voice assistant applications supporting Albanian
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