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Mms Tts Khm

Developed by facebook
Khmer text-to-speech model from Facebook's MMS project, implemented with VITS architecture for end-to-end speech synthesis
Downloads 217
Release Time : 9/1/2023

Model Overview

This model is a text-to-speech (TTS) model for Khmer (khm), part of Facebook's Massively Multilingual Speech (MMS) project, designed to provide high-quality speech synthesis capabilities for the Khmer language.

Model Features

End-to-end speech synthesis
Based on VITS architecture, achieving direct end-to-end conversion from text to waveform
Multilingual support
As part of the MMS project, supports speech synthesis for multiple languages including Khmer
Variational inference and adversarial learning
Combines variational lower bound and adversarial training loss functions for end-to-end training
Stochastic duration prediction
Enables synthesis of different speech rhythms for the same text through stochastic duration prediction

Model Capabilities

Khmer text-to-speech
Speech waveform generation
Multi-style speech synthesis

Use Cases

Speech synthesis
Voice assistants
Provides natural speech output for Khmer voice assistants
Audiobooks
Converts Khmer text into speech for audiobook production
Accessibility applications
Helps visually impaired individuals access Khmer text content
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