Choose when you need voice cloning TTS for 600+ languages under Apache-2.0.
High-Quality Voice Cloning TTS for 600+ Languages
- 9.3k
- Python
- Apache-2.0
text-to-speech (TTS) / voice cloning / speech generation
Qwen3-TTS is a series of open-source text-to-speech models from Alibaba's Qwen team, supporting stable, expressive, streaming speech, voice cloning, and free-form voice design.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Choose when you need voice cloning TTS for 600+ languages under Apache-2.0.
High-Quality Voice Cloning TTS for 600+ Languages
Choose when you want a strongly expressive open-weight TTS with multilingual support.
Zonos-v0.1 is a leading open-weight text-to-speech model trained on more than 200k hours of varied multilingual speech, delivering expressiveness and quality on par with—or even surpassing—top TTS providers.
Choose when you need extremely fast voice cloning (150x realtime).
A high-quality rapid TTS voice cloning model that reaches speeds of 150x realtime.
Choose when you want a broader sound/speech generation family with Apache-2.0.
An open-source model family for long-form speech, dialogue synthesis, voice design, sound effects, and real-time streaming TTS
Choose when you need few-shot voice cloning from just 1 minute of audio and MIT license.
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
Choose when you need a full-stack multilingual voice generation toolkit with training and deployment.
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
Choose when you want Spark-TTS's specific zero-shot voice cloning architecture.
Spark-TTS Inference Code
Choose when you need cross-lingual zero-shot TTS with NetEase's engine.
Confucius4-TTS: a Multilingual and Cross-Lingual Zero-Shot TTS Engine
Choose when you want lightweight instant voice cloning with tone color transfer under MIT.
Instant voice cloning by MIT and MyShell. Audio foundation model.
Choose when you prefer tokenizer-free TTS with creative voice design and true-to-life cloning.
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
Choose when you need an industrial-level controllable zero-shot TTS with efficient inference.
An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Choose when you also need zero-shot speech editing in addition to TTS.
Zero-Shot Speech Editing and Text-to-Speech in the Wild
Choose when you need controllable TTS for over 7000 languages in a lightweight system.
Controllable and fast Text-to-Speech for over 7000 languages!
Choose when you want an LLM-empowered TTS with MPL-2.0 licensing.
An Open-Sourced LLM-empowered Foundation TTS System
Choose when you need emotion-expressive zero-shot TTS via multi-reward reinforcement learning.
GLM-TTS: Controllable & Emotion-Expressive Zero-shot TTS with Multi-Reward Reinforcement Learning
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose when you prefer a TTS built on inverted Whisper with MIT license.
An Open Source text-to-speech system built by inverting Whisper.
Choose when you want an LLM-based model that edits emotion and style while also performing zero-shot TTS.
A powerful 3B-parameter, LLM-based Reinforcement Learning audio edit model excels at editing emotion, speaking style, and paralinguistics, and features robust zero-shot text-to-speech
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Previous generation with no recent pushes, but still a valid Apache-2.0 expressive TTS foundation.
Foundational model for human-like, expressive TTS
Does the same job, but ships as an app. Useful to a person, not swappable into a codebase.
It's an end-user AI voice studio application, not a library you can embed.
The open-source AI voice studio. Clone, dictate, create.
It's an end-user notebook for Bark-based voice cloning, not an embeddable model.
Bark Voice Cloning and Voice Cloning for Chinese Speech
These projects were analysed and named Qwen3-TTS among their alternatives. The relationship is not symmetric — how Qwen3-TTS rates them is a separate judgement, made when Qwen3-TTS is analysed in its own right.
calls Qwen3-TTS “Choose it for streaming generation and free-form voice design from the Qwen team.”
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
calls Qwen3-TTS “choose for a newer, actively maintained TTS with expressive control and Apache-2.0 license.”
Instant voice cloning by MIT and MyShell. Audio foundation model.
calls Qwen3-TTS “choose for Apache-2.0 streaming TTS with free-form voice design.”
An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
calls Qwen3-TTS “Choose when you want a current Apache-licensed multilingual TTS with streaming and free-form voice design from the Qwen ecosystem.”
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
calls Qwen3-TTS “Use for stable, expressive streaming TTS and voice cloning from Qwen.”
High-Quality Voice Cloning TTS for 600+ Languages
calls Qwen3-TTS “choose over Zonos for stable streaming TTS and free-form voice design in the Qwen ecosystem, ideal for real-time voice agents.”
Zonos-v0.1 is a leading open-weight text-to-speech model trained on more than 200k hours of varied multilingual speech, delivering expressiveness and quality on par with—or even surpassing—top TTS providers.
calls Qwen3-TTS “Choose when you want the Qwen team's streaming/expressive TTS with free-form voice design under Apache-2.0.”
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
calls Qwen3-TTS “choose for streaming speech generation and free-form voice design from the Qwen ecosystem.”
Spark-TTS Inference Code
calls Qwen3-TTS “choose for streaming TTS and free-form voice design, if editing is not needed.”
Zero-Shot Speech Editing and Text-to-Speech in the Wild
calls Qwen3-TTS “Choose for Qwen3 expressive streaming TTS and voice design if you prefer that model family.”
A powerful 3B-parameter, LLM-based Reinforcement Learning audio edit model excels at editing emotion, speaking style, and paralinguistics, and features robust zero-shot text-to-speech
calls Qwen3-TTS “Choose when you need a state-of-the-art TTS from Qwen with voice cloning and streaming, running outside MLX.”
A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.