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Highlights
- Nemotron 3 Diarization. Support for the high-resolution Sortformer architecture with native 10 ms output, for both standalone diarization and diarized ASR. (#50, #52)
- MagpieTTS v2607. Frame-stacking support, with Arabic, Korean and Portuguese added. The model index now points to the v2607 GGUF. (#17, #42)
- Faster MagpieTTS on CUDA and CPU. Persistent decoder kernels, fused NanoCodec convolutions, prefetching across text chunks, and faster CPU GEMMs. See BENCHMARK.md for measured results. (#51)
- Nemotron Labs VoiceChat. Full-duplex speech-to-speech with realtime audio, transcripts and tool calling, served over the realtime WebSocket API. VoiceChat is CUDA-only and is built from source with the
cuda-s2spreset; it isn't included in the release archives. See the VoiceChat guide. (#21, #39) - Live diarized transcription.
transcribe --live --diarizeshows speaker turns as you speak, and--livenow enables endpointing by default. (#50) - Upgraded llama.cpp. ggml now comes from a single pinned
llama.cppsubmodule (b11151) instead of a separateggmlsubmodule. The project's patches inpatches/are applied automatically at configure time. (#57)
Fixes
- MagpieTTS no longer returns silence on M5-class Macs. (#20)
- Fixed nondeterministic NanoCodec audio corruption on CUDA, caused by a fused kernel reading a buffer the graph allocator had reused. (#28)
- MagpieTTS builds and runs on stock ggml (Metal, Vulkan) without the patched fused attention. (#24, #51)
- Streaming ASR keeps acoustic and decoder context across endpoints, and late punctuation no longer leaks into the next final. (#50)
- Skinny-Q8 CUDA results no longer depend on earlier requests. (#51)
- Linux Vulkan archives use the system C++ runtime, so Mesa drivers (AMD, Intel) load on current distributions. (#58)
Notes
- Nightly builds. Install the latest
mainwith--channel nightly, rebuilt daily. (#58) - Text normalization. Linux and macOS archives now include inverse text normalization (ITN) and text normalization (TN). (#58)
New Contributors
- @danilogr made their first contribution in #20
- @ryanleary made their first contribution in #28
- @virajkarandikar made their first contribution in #39
Full Changelog: v0.1.0...v0.2.0