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S2t Small Covost2 En Et St

Developed by facebook
This is a Transformer-based end-to-end speech translation model specifically designed for converting English speech into Estonian text.
Downloads 15
Release Time : 3/2/2022

Model Overview

This model is a sequence-to-sequence speech-to-text converter, tailored for English-to-Estonian speech translation tasks. It uses a convolutional downsampler to process speech input and generates translations through a Transformer architecture.

Model Features

End-to-End Speech Translation
Directly generates Estonian text output from English speech input without intermediate transcription steps.
Transformer-Based Architecture
Utilizes the advanced Transformer model structure with powerful sequence modeling capabilities.
Convolutional Downsampling
Employs convolutional layers for downsampling speech input to improve processing efficiency.

Model Capabilities

English speech recognition
English-to-Estonian translation
End-to-end speech translation

Use Cases

Speech Translation Applications
Real-Time Speech Translation
Translates English speech into Estonian text in real-time
Achieved a BLEU score of 13.01 on the CoVOST2 test set
Meeting Transcript Translation
Automatically translates English meeting recordings into Estonian text transcripts
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