Tag
An article examines how rapidly accessible voice cloning has become and how listeners and researchers can detect AI-generated voice recordings using audio forensics features like jitter and shimmer.
Fish Audio 为 Drama 3 语音模型发布了升级后的权重，使其在 Artificial Analysis 的 Provider Voice 和 Controlled Voice 两个 Speech Arena 榜单上均位列开源权重模型第一，并在发音鲁棒性基准上排名第一。
为 audio.cpp 新增 any-tts 配方，将 Kokoro TTS 与 OpenVoice 的 ToneColorConverter 结合，仅需约 600 MB 额外 VRAM 即可实现免训练的语音克隆能力。
Armin Ronacher explores custom voice creation with Qwen3-TTS, covering its Base, CustomVoice, and VoiceDesign variants and showing how to blend voice embeddings with short reference audio to build a unique narrator for a dungeon-crawler game project with his kids.
腾讯混元发布 Hy-SimulMT-30B-A3B-FP8 实时同传模型，支持中英双向语音到语音翻译，具备实时语音克隆能力，在长音频评测中实现约3秒的最低延迟。
KittenML 开源发布了 Kitten-TTS 2，这是全球首个 1.58-bit（三值化权重）TTS 模型，1.7B 参数，可在纯 CPU 上实时推理，支持少于 5 秒参考音频的零样本语音克隆、20+ 语言多语种支持以及情感与强调控制。
inclusionAI released Ming-3.0-TTS-0.5B, a dense 0.5B multilingual text-to-speech model built on Qwen2.5-0.5B supporting zero-shot voice cloning, voice design, paralinguistic inline tags, and free-form style control across 7 languages plus Chinese dialects.
Ant Group’s inclusionAI has open-sourced the Ming-3.0-tts speech synthesis model, which ranked first overall in pronunciation robustness with a score of 93.2% on Artificial Analysis’s October leaderboard and first among open-source models for voice controllability. It supports voice cloning, control through natural-language instructions, 14 paralinguistic tags, and speech synthesis across multiple dialects and languages, including Sichuanese and Cantonese.
Kyutai announces that its Pocket TTS model, which supports voice cloning, has been shrunk to just 1.9 million parameters—roughly 10x smaller than before—demonstrating that high-quality speech synthesis can run on extremely lightweight models.
SteerTTS 是一个 23M 参数的可数值调控英文 TTS 模型，通过 z-score 控制语速、音高、响度等 12 项参数，可在 CPU 上实时运行，并附带 2825 个内置语音与实验性零样本克隆。
A developer built Red Curtain to run Fish Audio's Drama 3 text-to-speech model (35B MoE, ~3B active) on a 16 GB Radeon RX 9070 despite its official 48 GB NVIDIA requirement, offloading FP8 experts to system RAM and caching active ones on the GPU. The tool ships with a web UI supporting voice cloning and multi-speaker scripts, and the author shares tuning tips and a known first-line silence issue.
一位开发者开源了本地运行的影视配音工具 dub-anything，利用 OmniVoice、IndexTTS、Chatterbox 和 Whisper 克隆并保留每位演员的原声进行多语言配音，让此前未被翻译的内容变得可看。
Edge0/Audio8-TTS-Realistic-Air is an Apache-2.0 text-to-speech model finetuned from Edge0/Audio8-TTS-Preview-0.6b, supporting zero-shot voice cloning and multilingual synthesis across 25+ languages (zh, en, ja, ko, de, fr, es, and more).
Edge0 released Audio8-TTS-Realistic-0.6B, a compact 0.6B DualAR text-to-speech model with improved speech realism, zero-shot voice cloning, and support for 23 languages (12 more than the Preview version), bundled with a 44.1 kHz neural audio codec and an SGLang serving adapter.
Fish Audio 推出其最新 AI 语音模型 Drama 3，支持通过自然语言控制情感、节奏、耳语、笑声和停顿，可生成多角色场景、有声书与游戏对话，覆盖 83 种语言，并以社区许可证开放权重供自托管。
Fish Audio 发布了 Drama 3 预览版文本转语音模型，支持用自然语言、括号内标签、音效与局部标记来精确指导每一句台词的表演方式，并可通过 API 调用。
Parley 在 Product Hunt 上发布，这是一款适用于 Mac 和 Windows 的桌面实时翻译工具，能在会议中将你的声音实时翻译成对方语言，同时把对方的话翻译到你的耳机里，并支持语音克隆和双语字幕，兼容 Zoom、Google Meet 等平台，只需你一个人安装即可。
Fish Audio 发布开源语音生成模型 Fish Audio Drama 3 的技术报告：基于 35B 参数混合专家骨干（每 token 激活 3B），支持多参考语音克隆、自然语言导演指令、多轮修订、多人场景配音、编辑式填充、长音频与流式合成，单张 H200 推理速度达 271 帧/秒。
The author shares the complete process of integrating the Fish Audio speech service into Muse, with support for Chinese dubbing, multiple voice timbre options, voice cloning, and the ability to call the free s2.1-pro-free model.
开源 TTS 服务器发布：基于 OmniVoice，提供 OpenAI 兼容 API，RTX 3080 上一句话生成仅需约 0.3 秒，并支持从短参考音频克隆声音，可流式逐段处理长文本。