Model reference · open weights

MMS-TTS-THAI-FEMALE

Available as managed deployment Audio VIZINTZOR · community Text→speech 1 variants 1k dl/mo

MMS-TTS-THAI-FEMALE is an open-weight audio or speech model from VIZINTZOR. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Released byVIZINTZOR
TypeAudio & music
TaskText→speech
Parameters (lead)86M
Released2025-02-21
Popularity1k downloads / month
LicenceUnknown

About

What MMS-TTS-THAI-FEMALE is

Finetune โมเดลโค้ด GitHub : https://github.com/VYNCX/finetune-local-vits

) เทรนโมเดลเสียงด้วยตัวเองบน Google Colab

ใช้งาน บน local คอมพิวเตอร์ https://github.com/VYNCX/VachanaTTS

การใช้งาน :

import torch
from transformers import VitsTokenizer, VitsModel, set_seed
import scipy

tokenizer = VitsTokenizer.from_pretrained("VIZINTZOR/MMS-TTS-THAI-FEMALEV2",cache_dir="./mms")
model = VitsModel.from_pretrained("VIZINTZOR/MMS-TTS-THAI-FEMALEV2",cache_dir="./mms")

inputs = tokenizer(text="สวัสดีค่ะ นี่คือเสียงพูดภาษาไทย", return_tensors="pt")

set_seed(456)  # make deterministic

with torch.no_grad():
   outputs = model(**inputs)

waveform = outputs.waveform[0]

# Convert PyTorch tensor to NumPy array
waveform_array = waveform.numpy()

scipy.io.wavfile.write("techno_output.wav", rate=model.config.sampling_rate, data=waveform_array)

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys mms-tts-thai-female for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (mms-tts-thai-female below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/audio/transcriptions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -F model="mms-tts-thai-female" -F file=@audio.mp3

Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.

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