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Commits on Oct 3, 2026

• perf(lfm2_audio): keep the encoder graph and its compute buffer between chunks (#766)

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  ykhrustalev

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• lfm2_audio: end a cut transcript at the last whole character (#765)

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  ykhrustalev

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Commits on Oct 2, 2026

• Handle Unicode in CrisperWhisper transcript alignment

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• feat: add lfm2_audio ASR for LFM2.5-Audio EN and JP (#758)

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  ykhrustalev

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• fix(torch_bin): honour _rebuild_tensor_v2 storage_offset and reject non-contiguous tensors (#757)

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  Zhuoxi2000

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Commits on Oct 1, 2026

• fix(safetensors): bound nesting depth when skipping __metadata__ (#753)

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  Zhuoxi2000

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• Add Index-Echo S2TT translation models (#755)

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• fix(model-manager): reduce inventory DNS lookups (#752)

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• Add KugelAudio native TTS with batched CFG and streaming (#744)

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• Add Smart Turn v3.2 offline turn detection (#743)

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• Add Sidon speech restoration model support (#742)

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Commits on Sep 30, 2026

• Add RE-USE audio restoration and native task batching (#714)

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• Add opt-in SSM and projection support for CUDA and Vulkan (#713)

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Commits on Sep 29, 2026

• ACE-Step family : reduce memory usage 63% and speedup for vulkan 16% and cuda 6% (#737)

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  mirek190

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• Organize framework components by responsibility (#734)

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Commits on Sep 28, 2026

• Make model-local component architecture names explicit (3) (#729)

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• Make remaining model component names architecture-explicit (#728)

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• Clarify shared decoder and model architecture names (#725)

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• Rename shared HuBERT encoder as Wav2Vec2 runtime (#724)

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• Add standalone Tone Color VC model support (#716)

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Commits on Sep 27, 2026

• Add native SAM Audio separation (#711)

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Commits on Sep 26, 2026

• Add native SAMSONE audio understanding (#709)

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• Add GigaAM v3 and multilingual ASR support (#708)

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• Add optimized Maya1 TTS support (#707)

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• Add HTDemucs 6-stem source separation (drums, bass, vocals, other, guitar, piano) (#694)

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• higgs_audio_tts: reuse CUDA prefill intermediate storage (#704)

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• Add speaker-tagged transcription to Nemotron ASR (#681)

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  LysanderdeJong

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• confucius4_r2t2: make streaming chunks incremental instead of O(utterance) (#696)

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Commits on Sep 25, 2026

• nemotron_3_diar: write speaker probabilities as safetensors (#686)

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  LysanderdeJong

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Commits on Sep 24, 2026

• voxtral_realtime: never end a streaming delta inside a UTF-8 character (#684)

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• moss_ttsd: MOSS-TTSD, and share the moss_tts_delay prompt assembly (#652)

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  christopherthompson81

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• Improve Nemotron 3 diarization NeMo parity (#677)

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• higgs_audio_tts: optimize CUDA KV-cache transitions (#669)

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Commits on Sep 23, 2026

• Update Nemotron 3 diarization to the released BF16 checkpoint

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• Add Nemotron-3-Diarization (preview) support

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