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Zero-shot TTS

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Jun 10, 2026 · Artificial Intelligence

OmniVoice: A Zero‑Shot TTS Paradigm Covering 600+ Languages

OmniVoice introduces a single‑stage, diffusion‑style language model that maps text directly to multi‑codebook acoustic tokens, achieving zero‑shot voice cloning for over 600 languages with high intelligibility and real‑time factor as low as 0.025, making it suitable for large‑scale multilingual deployment.

Acoustic tokenMultilingual speech synthesisOmniVoice

0 likes · 8 min read

OmniVoice: A Zero‑Shot TTS Paradigm Covering 600+ Languages

Old Zhang's AI Learning

Feb 7, 2026 · Artificial Intelligence

Zero‑Shot Voice Cloning with Emotion and Duration Control: IndexTTS‑2 Runs Locally

IndexTTS‑2, an open‑source zero‑shot TTS system from B‑Station, enables precise duration control, emotion‑tone separation, and bilingual synthesis, offering a modern uv‑based installation, GPU‑accelerated inference, and benchmark‑leading WER and emotional similarity scores compared to contemporary models.

AIIndexTTS-2Zero-shot TTS

0 likes · 10 min read

Zero‑Shot Voice Cloning with Emotion and Duration Control: IndexTTS‑2 Runs Locally

Tencent Cloud Developer

Jun 14, 2024 · Artificial Intelligence

GPT-4o Speech Multimodal Technology: Speech Tokenization, LLM Integration, and Zero-shot TTS

GPT‑4o’s speech multimodal system discretizes audio into semantic and acoustic tokens, integrates these tokens with large language models through multi‑stage instruction tuning, and employs hierarchical zero‑shot text‑to‑speech decoding, enabling low‑latency, streaming, and prompt‑driven voice synthesis for applications like gaming.

AudioLMGPT-4oLLM integration

0 likes · 33 min read

GPT-4o Speech Multimodal Technology: Speech Tokenization, LLM Integration, and Zero-shot TTS