v0.8.8
SparkAudio/Spark-TTSv0.8.8Sep 26, 2026by KoljaB
Upgrading?
AI Summary
Adds optional Qwen CPU decoder overlap to improve performance and restores the emotional demo tests.
Key Highlights
- Optional CPU decoder overlap allows acoustic-code generation to continue while the previous chunk decodes.
- Optional startup priority recovers audible-start latency.
- Restored full editable emotional demo in tests/faster_qwen_emotions.py.
- Intel Macs now select Numba 0.62.x to retain binary dependency installation.
- CPU native pinned to 0.4.0.
New Features
- CPU decoder overlap
- Startup priority option
- Intel Mac Numba 0.62.x support
Full Release Notes
# RealtimeTTS 0.8.8 This release adds optional Qwen CPU decoder overlap: acoustic-code generation can continue while the preceding chunk is decoded, using a separate CPU worker pool. Worker counts, chunk cadence and CPU affinity are configurable. The tested Linux CPU configuration reduced RTF by 23-26%, with identical PCM in the paired cases. Results depend on hardware and settings. Optional startup priority recovered 18-23 ms of audible-start latency in the measured cases, with a 2-6% generation-time cost. The full editable emotional demo is restored in tests/faster_qwen_emotions.py. Compact colored output is the default; --verbose enables native diagnostics. Compact output now shuts down cleanly when a child process retains the stderr pipe. Qwen extras select Numba 0.62.x on Intel Macs to retain binary dependency installation. Intel Mac installations use Python 3.10-3.13. Windows, Linux and Apple Silicon dependency selections are unchanged. CPU extras pin realtimetts-qwen-native-cpu 0.4.0. Serial/unpinned defaults and the 160 ms startup reserve remain unchanged. Models, precision and sampling are unchanged. GPU native remains at 0.2.0; the experimental GPU startup schedule is not included. Version 0.8.7 remains a TestPyPI rehearsal version; 0.8.8 includes the installation and shutdown fixes found during that rehearsal. Install: pip install --upgrade "realtimetts[qwen-cpu]==0.8.8" For the CPU server: pip install --upgrade "realtimetts[qwen-cpu-server]==0.8.8"
Related Repositories
public-apis/public-apis★ 491,128
A collective list of free APIs
NousResearch/hermes-agent★ 255,903
The agent that grows with you
yt-dlp/yt-dlp★ 200,002
A feature-rich command-line audio/video downloader
microsoft/markitdown★ 191,481
Python tool for converting files and office documents to Markdown.
Significant-Gravitas/AutoGPT★ 187,700
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.