Aratako

Senior Research Engineer @ Third Intelligence

I'm Chihiro Arata, a research engineer working on large language models (LLMs) and text-to-speech (TTS).

I build models end to end, from data creation and training to inference and deployment, and release many of them as open source, including T5Gemma-TTS and Irodori-TTS.

Aratako

Papers

Research papers

arXiv preprintApr 2026

T5Gemma-TTS Technical Report

Chihiro Arata, Kiyoshi Kurihara

An encoder-decoder codec language model for multilingual zero-shot TTS built on T5Gemma, with Progress-Monitoring RoPE for duration control.

Articles

Technical articles on Zenn (in Japanese)

Zenn

🐡 axolotlを使ったLLMのファインチューニング

Tech
41
Dec 11, 2024Read article
Zenn

🚀 vLLMのSpeculative Decodingによる推論高速化を試す

Tech
32
May 25, 2025Read article
Zenn

🐡 Tanuki-8x8Bをダウンロードした後に推論させる方法について

Tech
30
Aug 30, 2024Read article
Zenn

🎤 初めてのTTSモデルをずんだもんのデータで作ってみた with LLaSA

Tech
28
Jun 28, 2025Read article
Zenn

🌟 Tanuki-8BにMagpieを適用して日本語の合成対話データセットを作成する

Tech
28
Oct 5, 2024Read article
Zenn

😽 オープンLLMのLLM as a JudgeにおけるJudgeモデルとしての性能を検証してみる

Tech
24
Oct 26, 2024Read article

Projects

Open-source projects on GitHub

GitHub

Irodori-TTS

A Flow Matching-based Text-to-Speech Model with Emoji-driven Style Control

Language:Python
Topics:diffusion-modelsflow-matchingpython
GitHub

T5Gemma-TTS

Multilingual TTS model with voice cloning and duration control, based on T5Gemma encoder-decoder LLM

Language:Python
Topics:encoder-decoderllmpython
GitHub

MioTTS-Inference

Inference server for MioTTS, a lightweight and fast LLM-based TTS model.

Language:Python
Topics:llmpythonpytorch
GitHub

Irodori-TTS-Server

OpenAI Text-to-Speech API compatible server for Irodori-TTS

Language:Python
Topics:openai-compatiblepythonspeech-synthesis
GitHub

Japanese-RP-Bench

No description available

Language:Jupyter Notebook

Activities

Talks, lectures, and community work

Lecturer, Matsuo Lab LLM Course 2025 (Advanced), Day 3

Dec 17, 2025

Details

Speaker at Google Cloud Next Tokyo '25

Aug 5, 2025

Details

Winner of the final competition, Matsuo Lab LLM Course 2024

Sep 2024 – Dec 2024

Details

Developed the "Tanuki" LLM in the GENIAC Matsuo Lab LLM Development Project

May 2024 – Sep 2024

Details

Career

Work experience

Third Intelligence

Senior Research Engineer

Oct 2025 – Present

Research and development of AI models such as LLMs and TTS, from model training to deployment and operation.

SpiralAI

LLM Engineer

Mar 2025 – Sep 2025

Developed LLMs for in-house products and built inference clusters.

NTT EAST

Data Scientist

Apr 2023 – Feb 2025

Supported internal and client operations with generative AI.