---
license: apache-2.0
language:
- zh
- en
---

## Hojo-TTS-Light
**Hojo-TTS-Light** is an open-source lightweight Text-To-Speech model by HojoAI team.
**With only 0.08B parameters**, that is, the parametere size of backbone LM is only **80M**, Hojo-TTS-Light can generate good enough quality speech (average **DNSMOS>4.0** on Seed-TTS eval dataset).
Currently, Hojo-TTS-Light supports both Chinese and English, and also supports voice cloning with a few seconds of audio.
## Features
- **Ultra-Lightweight Core Model** --- The core language model is only 80M parameters, with extremely small parameter size under the same sound quality and very low deployment threshold.
- **Native Bilingual Integration** --- A single model supports smooth synthesis and cross-lingual voice cloning for both Chinese and English, no branch switching required.
- **Voice Cloning** --- High similarity voice cloning can be completed with a small amount of reference audio, featuring natural prosody, high voice restoration.
- **Low Computational Cost & On-Device Friendly** --- Low memory usage and low inference overhead, which can run smoothly on CPU, ordinary GPU, and embedded edge devices.
- **Ready to Use** --- Provides simple inference scripts and fast calling interfaces, enabling synthesis and cloning with one line of code, facilitating secondary development and business integration.
- **Supports quick correction** --- For the problem of easily mispronouncing Chinese and English polyphonic characters and proper nouns, users can directly use Pinyin to correct pronunciation errors.

## Model Details
- The model follows the Token-LM model paradim.
- The speech tokenizer is composed of a **18M** encoder and a **30M** decoder.
- We use FSQ which inherently enables higher codebook utilization, the codebook size is 8000 for audio and totally <20000.
- Currently the released version runs at **50Hz** token rate and the **12.5hz** version models will be released soon.