XLS-R-300m-it-phoneme Open-Source Speech Recognition Model - Free Deployment for Precise Italian Speech Recognition

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Xls R 300m It Phoneme

Developed by patrickvonplaten

Speech recognition model fine-tuned on Italian dataset based on facebook/wav2vec2-xls-r-300m

Speech Recognition

Transformers

#Italian speech recognition #Phoneme-level recognition #Low WER model

Downloads 17

Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the mozilla-foundation/common_voice_3_0 - IT dataset, primarily used for Italian speech recognition tasks.

Model Features

Italian speech recognition

Speech recognition capability specifically optimized for Italian

Based on XLS-R architecture

Uses facebook's wav2vec2-xls-r-300m as the base model

Low word error rate

Achieves a word error rate of 7.7% on the evaluation set

Model Capabilities

Italian speech-to-text

Continuous speech recognition

Use Cases

Speech transcription

Italian speech transcription

Convert Italian speech content into text

Word error rate 7.7%

Voice assistants

Italian voice command recognition

Used for command recognition in Italian voice assistant systems

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Xls R 300m It Phoneme

Model Overview

Model Features

Model Capabilities

Use Cases

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