v0.2.10
mvt-project/mvtv0.2.10Jun 11, 2026by andimarafioti
Upgrading?
AI Summary
Focused on performance and concurrency, this release adds a pipeline pool for concurrent sessions and speculative turn revisions to improve efficiency and fix transcription issues.
Key Highlights
- Added `--num_pipelines` pool for managing concurrent realtime sessions.
- Implemented speculative turn revisions for better handling of ongoing speech.
- Improved speculative VAD reopen and continuation logic.
- Fixed Paraformer progressive transcription events.
- Fixed tool-only realtime response completion.
New Features
- Pipeline pool for concurrent sessions
- Speculative turn tracking system
- Improved VAD handling for speculation
- Paraformer transcription bug fixes
Full Release Notes
## What's Changed * Add --num_pipelines pool for concurrent realtime sessions by @A-Mahla in https://github.com/huggingface/speech-to-speech/pull/282 * Add speculative turn revisions by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/255 * Bump the actions group with 5 updates by @dependabot[bot] in https://github.com/huggingface/speech-to-speech/pull/293 * Normalize Qwen3-TTS language aliases by @kamjin3086 in https://github.com/huggingface/speech-to-speech/pull/300 * [codex] Fix TTS benchmark input message by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/303 * Bump the actions group with 2 updates by @dependabot[bot] in https://github.com/huggingface/speech-to-speech/pull/301 * Fix Paraformer progressive transcription events by @kamjin3086 in https://github.com/huggingface/speech-to-speech/pull/299 * Improve speculative VAD reopen and continuation handling by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/307 * Fix tool-only realtime response completion by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/306 * Shorten voice prompt and improve tool lead-ins by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/305 * Prepare 0.2.10 release by @andimarafioti in https://github.com/huggingface/speech-to-speech/pull/311 ## New Contributors * @dependabot[bot] made their first contribution in https://github.com/huggingface/speech-to-speech/pull/293 * @kamjin3086 made their first contribution in https://github.com/huggingface/speech-to-speech/pull/300 **Full Changelog**: https://github.com/huggingface/speech-to-speech/compare/v0.2.9...v0.2.10
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