mlsanityData to 14 Oct 2026

VoXtream2: Full-stream TTS with dynamic speaking rate control

arXiv 2603.13518 ↗First posted 13 Mar 2026eess.AS cs.CL cs.HCcited by 3

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Abstract (arXiv)

Full-stream text-to-speech (TTS) for interactive systems must start speaking with minimal delay while remaining controllable as text arrives incrementally. We present VoXtream2, a zero-shot full-stream TTS model with dynamic speaking-rate control that can be updated mid-utterance on the fly. VoXtream2 combines a distribution matching mechanism over duration states with classifier-free guidance across conditioning signals to improve controllability and synthesis quality. Prompt-text masking enables textless audio prompting, removing the need for prompt transcription. Across standard zero-shot benchmarks and a dedicated speaking-rate test set, VoXtream2 achieves competitive objective and subjective results against public baselines despite a smaller model and less training data. In full-stream mode, it runs 4 times faster than real time with 74 ms first-packet latency on a consumer GPU.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 50 of its 65 references that are in the map. First posted on arXiv 13 Mar 2026.

Builds on

50 of 65 references.

References · 50

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38 more
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Citing papers per year: 2026: 3.

3 papers.