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voice-cloning

Spark-TTS

Apache-2.0 code; CC-BY-NC-SA-4.0 weights

Built on Qwen2.5, zero-shot voice cloning + style control

Spark-TTS builds speech generation directly on a 0.5B Qwen backbone with a single-stream codec, making it unusually simple and efficient. It does zero-shot cloning plus controllable voice creation — set gender, pitch, and speaking style to synthesize a new voice from scratch.

Hear Spark-TTS

Spark-TTS · Default · Same three scripts across the directory.

Best for: Built on Qwen2.5, zero-shot voice cloning + style control

Noncommercial / separate license: The publisher documents a change from Apache to CC-BY-NC-SA for weights because of training data. The current code remains Apache; commercial use of these weights is not covered.

Code: Apache-2.0. Weights: CC-BY-NC-SA-4.0. License sources checked 2026-09-20. Source 1Source 2Source 3

Before you choose: Compare the samples with your own use case. Check the linked documentation for code, weight, and voice license terms.

Details awaiting a fresh review. Hardware figures are estimates unless a benchmark is linked.

Voices

1 voice
Neutral
Defaultdefault
—

The scripts

Neutral
“The quick brown fox jumps over the lazy dog near the riverbank.”
Emotional
“I can't believe you actually did it. This is incredible!”
Numbers & Dates
“On March 14th, 2025, the team raised $4.2 million at a 38% margin.”

Run Spark-TTS

pip install spark-tts

Spark-TTS FAQ

Do I need a GPU to run Spark-TTS?

The directory lists roughly 8 GB of VRAM as a historical estimate. Check the model documentation for your checkpoint and runtime.

Can Spark-TTS clone voices?

Yes — Spark-TTS supports voice cloning from reference audio.

What license is Spark-TTS released under?

Spark-TTS is released under the Apache-2.0 code; CC-BY-NC-SA-4.0 weights license. Always check the repository for the exact terms — some models license code and weights separately.

What languages does Spark-TTS support?

Spark-TTS supports Chinese, English.

Is there a hosted Spark-TTS API?

OpenSpeech Cloud is accepting production-access interest for Spark-TTS, but this model is not currently hosted in Cloud. Use the official repository for current deployment options.