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Mms Tts Smo

Developed by facebook
Samoan text-to-speech model developed by Meta, based on the VITS architecture, supporting high-quality speech synthesis
Downloads 21
Release Time : 9/1/2023

Model Overview

This model is part of Meta's Massively Multilingual Speech (MMS) project, specifically designed for Samoan text-to-speech tasks, utilizing the end-to-end VITS architecture to achieve high-quality speech synthesis.

Model Features

End-to-end speech synthesis
Directly generates high-quality speech waveforms from input text without intermediate feature extraction steps
Multilingual support
As part of the MMS project, supports multiple languages including Samoan
Expressive synthesis
Utilizes stochastic duration predictors and conditional prior distributions to generate speech with varying rhythms and intonations
Efficient inference
Integrated into the Transformers library, enabling speech synthesis with just a few lines of code

Model Capabilities

Samoan text-to-speech
High-quality speech synthesis
Variable speech rhythm generation

Use Cases

Speech technology applications
Voice assistants
Provides localized voice interaction experiences for Samoan-speaking users
Natural and fluent Samoan speech output
Educational applications
Used for synthesizing speech in Samoan learning materials
Accurate pronunciation and natural intonation
Accessibility services
Converts Samoan text to speech for visually impaired individuals
Highly intelligible speech output
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