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Fish Audio

Fish Audio is an AI voice company that offers text-to-speech, voice cloning and voice APIs and open-sources the Fish Speech family of speech models.

Contents9 sections
Key facts

Background: The Fish Speech Open-Source Project

Fish Audio grew out of a personal project by former NVIDIANVIDIANVIDIA is an American semiconductor and computing technology company that provides graphics processing units, artificial intelligence infrastructure, networking interconnects, and computing software, and is listed on Nasdaq under the ticker NVDA.Open the full entry researcher Shijia Liao. While working as a research engineer on video at NVIDIA, he watched VTuber streams in his spare time and trained voice models on a single 4090 GPU in his bedroom, then open-sourced the work as Fish Speech.⁠[1][2]

Chief executive officer Rissa Cao wrote: “Fish Speech went from a repo to a company because of game developers, anime fans, and people dubbing characters for fun.”⁠[1]

Fish-Speech Technical Report

On November 2, 2024, Shijia Liao and six co-authors submitted the Fish-Speech technical report to arXiv, describing a multilingual text-to-speech framework that uses a serial fast-slow Dual Autoregressive (Dual-AR) architecture to stabilize codebook-based sequence generation and replaces traditional grapheme-to-phoneme conversion with large language models.⁠[3]

Open-Sourcing S2

On March 9, 2026, Fish Audio open-sourced S2, a text-to-speech model that supports fine-grained inline control of prosody and emotion. S2 uses a Dual-AR design with about 4 billion parameters along the time axis and about 400 million along the depth axis, and was trained on more than 10 million hours of audio; its weights and fine-tuning code were released on GitHub and Hugging Face together with an SGLang-based inference engine. The company published Seed-TTS Eval word error rates of 0.54% for Chinese and 0.99% for English, and a time to first audio of about 100 milliseconds on a single H200 GPU.⁠[4]

$52 Million Seed Round

On July 27, 2026, marking its first anniversary, Fish Audio announced a $52 million seed round led by Coreline Ventures and Capital Today, with participation from 359 Capital, Play Time, HF0, 645 Ventures, Parable, Carya Venture Partners and angel investors.⁠[1][2]

Co-founder and chief executive officer Rissa Cao previously spent years in voice AI at Amazon Alexa and Meta, and Shijia Liao is chief scientist. The company said that in its first year it shipped five audio models (four speech-generation models and one speech-to-text model), grew from 3 to 22 people, reached $21 million in annual recurring revenue, and passed 8 million users and 2 million voice models in its community library.⁠[1]

Fish Audio is based in Palo Alto; three of its four speech-generation models are open source, while the latest, S2.1 Pro, is available only through a paid API. It sells monthly plans for creators and teams as well as an enterprise API and platform, with HeyGen and Sanas among its customers. Rissa Cao said the open-source project with creator plans had run efficiently without outside money and that the company raised capital to build more advanced models and serve enterprises; it planned to release an audio understanding model in 2026 and was building a speech-to-speech model.⁠[2]

Drama 3 Technical Report

On October 13, 2026, the Fish Audio team submitted the Drama 3 technical report to arXiv. Drama 3 is an open-source speech generation model built on a 35-billion-parameter mixture-of-experts backbone with 3 billion parameters active per token; it turns text into directed performances and supports voice cloning, multi-character scenes, speech editing and streaming audio. The fish-speech repository lists it as the newest flagship, with S2-Pro as the previous-generation flagship.⁠[5][6]

Voice Consent and Takedowns

Fish Audio pays users whose voices are used for training. Some creators alleged that their voices had been uploaded to the platform without consent and that DMCA takedowns were slow; the company has since automated takedowns, which it says take less than three minutes after a creator submits a voice sample or contract. Uploads are not blocked automatically, and a voice remains on the platform until the rights holder files for removal.⁠[2]

Products and Open-Source Projects

Fish Audio offers text-to-speech, voice cloning and API services, and the platform is operated by Hanabi AI Inc. As of November 4, 2026, the fishaudio/fish-speech repository on GitHub showed about 33,500 stars; its code and model weights are released under the Fish Audio Community License, while the S2-Pro weights remain under the Fish Audio Research License.⁠[7][6]

Related Organizations, Websites, and Public Accounts

Fish Audio: Official website: https://fish.audio/ (opens in a new window).⁠[7]

Sources

  1. 5 Models, 22 People, 1 Year (opens in a new window)
  2. Fish Audio raises $52M seed to build AI voice models for creators and enterprises (opens in a new window)
  3. Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis (opens in a new window)
  4. Fish Audio Open-Sources S2: Fine-Grained Control Meets Production Streaming (opens in a new window)
  5. Fish Audio Drama 3 Technical Report (opens in a new window)
  6. fishaudio/fish-speech: SOTA Open Source TTS (opens in a new window)
  7. Best AI Text To Speech & Free Voice Cloning | Fish Audio (opens in a new window)