ONNX Model Zoo

Xenova/mms-tts-ron

By Xenova · ↓ 8 · ♥ 0 · Updated 2024-10-08

What's in this repo

This page lists the files in Xenova/mms-tts-ron, including model.onnx, model_fp16.onnx, model_quantized.onnx.

  • 3 ONNX models (.onnx files)
  • 12 files, including 7 .json, 3 .onnx, 1 .md
  • Last updated 2024-10-08

ONNX files

File Size Download
onnx/model.onnx — Download
onnx/model_fp16.onnx — Download
onnx/model_quantized.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

https://huggingface.co/facebook/mms-tts-ron with ONNX weights to be compatible with Transformers.js.

Usage (Transformers.js)

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @xenova/transformers

Example: Generate Romanian speech with Xenova/mms-tts-ron.

import { pipeline } from '@xenova/transformers';

// Create a text-to-speech pipeline
const synthesizer = await pipeline('text-to-speech', 'Xenova/mms-tts-ron', {
    quantized: false, // Remove this line to use the quantized version (default)
});

// Generate speech
const output = await synthesizer('Salut');
console.log(output);
// {
//   audio: Float32Array(17408) [ ... ],
//   sampling_rate: 16000
// }

Optionally, save the audio to a wav file (Node.js):

import wavefile from 'wavefile';
import fs from 'fs';

const wav = new wavefile.WaveFile();
wav.fromScratch(1, output.sampling_rate, '32f', output.audio);
fs.writeFileSync('out.wav', wav.toBuffer());

Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).

Model info

text-to-speech transformers.js
transformers.js onnx vits text-to-audio text-to-speech base_model:facebook/mms-tts-ron base_model:quantized:facebook/mms-tts-ron region:us
↓ 8 ♥ 0

Created: 2023-12-21

Updated: 2024-10-08

View on Hugging Face

Files (12)

.gitattributes
README.md
added_tokens.json
config.json
onnx/model.onnx ONNX
onnx/model_fp16.onnx ONNX
onnx/model_quantized.onnx ONNX
quantize_config.json
special_tokens_map.json
tokenizer.json
tokenizer_config.json
vocab.json

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