Yueqian Lin
74522ca3ec
Merge branch 'main' into feat/moss-tts-nano
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Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-04-24 11:00:13 -04:00
7b876324c2
[Feature] Streaming video input with EVS frame filtering (RFC #2201 Phase 2-4) ( #2342 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Co-authored-by: shimei.jmh <shimei.jmh@taobao.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-04-24 22:54:35 +08:00
汪志鹏 and SYLAR
37e5954acf
[Config Refactor]: Remove bagel yaml ( #2936 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-04-24 21:21:30 +08:00
wuhang
2e067bbc24
[Docs] CLI Docs updates ( #2978 )
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Signed-off-by: wuhang <wuhang6@huawei.com >
2026-04-24 11:25:22 +08:00
3a32cd6780
[Model] Ming-flash-omni-2.0 Omni-Speech and TTS ( #2890 )
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Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com >
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com >
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com >
Co-authored-by: LHXuuu <xulianhao.xlh@antgroup.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-23 12:04:52 +08:00
Zeyu Huang | 黃澤宇
d8cc7a0409
[feat]: General diffusers adapter backend to run diffusion models ( #2724 )
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Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
2026-04-23 00:07:18 +08:00
Jared Wen and SYLAR
554233208f
[ConfigRefactor] GLM-Image ( #2977 )
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Signed-off-by: JaredforReal <w13431838023@gmail.com >
Signed-off-by: Jared Wen <w13431838023@gmail.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-04-22 15:09:28 +08:00
Chen-Yo Sun and Yueqian Lin
8e1bbc9ab5
[Feature][Voxtral TTS] Support per-model extra sampling params & add cfg_alpha for Voxtral TTS ( #2338 )
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Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-22 03:49:50 +00:00
Yueqian Lin
b03a41a7f9
refactor(moss_tts_nano): migrate to Pipeline + Deploy schema
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Follow-up to #2958 . MOSS-TTS-Nano was authored before the schema refactor
and still shipped as a legacy stage_configs yaml; this aligns it with the
same layout the 5 migrated TTS models now use.
- vllm_omni/model_executor/models/moss_tts_nano/pipeline.py declares
MOSS_TTS_NANO_PIPELINE (single LLM_AR stage, owns_tokenizer, audio
output, stop_token_ids=[2] as a hard EOS backstop).
- vllm_omni/deploy/moss_tts_nano.yaml holds runtime knobs (max_num_seqs,
gpu_memory_utilization, enforce_eager, default_sampling_params,
skip_mm_profiling); trust_remote_code stays at deploy top-level.
- vllm_omni/config/pipeline_registry.py registers the entry so the lazy
registry can resolve it.
- moss_tts_nano/__init__.py exports MossTTSNanoForGeneration (VoxCPM2 pattern).
- Removed vllm_omni/model_executor/stage_configs/moss_tts_nano.yaml.
Examples, shell scripts, READMEs, and buildkite-invoked tests are
updated to use `vllm serve <model> --omni` / `--deploy-config`
(auto-load kicks in; no --stage-configs-path or --trust-remote-code).
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-21 18:07:50 -04:00
Yueqian Lin
3bd77d3f8f
Merge branch 'main' into feat/moss-tts-nano
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Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-04-21 17:50:21 -04:00
Yueqian Lin and SYLAR
3f504b45d2
[Config Refactor] Migrate 5 TTS models (VoxCPM2 / CosyVoice3 / MiMo Audio / Voxtral TTS / Fish Speech S2 Pro) to Pipeline + Deploy schema ( #2958 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com >
2026-04-21 21:17:53 +08:00
a3903810fe
[Config Refactor][2/N] Pipeline + Deploy Config Schema ( #2383 )
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Signed-off-by: lishunyang <lishunyang12@163.com >
Signed-off-by: reidliu41 <reid201711@gmail.com >
Signed-off-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: reidliu41 <reid201711@gmail.com >
Co-authored-by: xiaohajiayou <75477391+xiaohajiayou@users.noreply.github.com >
Co-authored-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-19 14:36:00 +12:00
ChenWenjing
4124a1f858
[Feature]Support audio streaming input and output-phase2 ( #2581 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
2026-04-18 15:42:41 +08:00
Nick Cao
d2c23d7bd0
[Refactor] Remove resampy dependency ( #2891 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
2026-04-18 03:20:36 +00:00
Yuanheng Zhao
c0ccbb872f
[Model] Add Ming-flash-omni-2.0 Thinker Stage ( #1822 )
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Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com >
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com >
2026-04-17 19:10:02 +08:00
4bf4c63147
Add voxcpm model support. ( #2467 )
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Signed-off-by: Celeste-jq <591998922@qq.com >
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com >
Signed-off-by: IsleOfDawnlight <stellamou@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Celeste-jq <591998922@qq.com >
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-15 15:04:58 +08:00
Yueqian Lin
02e5dc747d
[Perf] VoxCPM2: streaming VAE + compile optimization (45% RTF reduction) ( #2758 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-15 09:58:25 +08:00
Yueqian Lin
033e4041be
fix(moss-tts-nano): remove unused voice variable (ruff F841)
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The upstream inference_stream() API has no voice/spk parameter;
voice preset selection is not yet wired into the call. Remove the
dead assignment to silence ruff F841.
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-14 13:11:43 -04:00
Yueqian Lin
fc81b8504a
feat(moss-tts-nano): add online serving, Gradio demo, and fix /v1/audio/speech integration
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- Register moss_tts_nano as TTS model stage in serving_speech.py
(model detection, validation, prompt building)
- Fix registry mod_relname: moss_tts_nano -> modeling_moss_tts_nano
- Fix stage config: is_comprehension=true (required for generate task)
- Fix default mode: voice_clone -> continuation (built-in presets)
- Add compute_logits stub for VllmModelForTextGeneration protocol
- Remove unused _sentinel nn.Parameter
- Add Gradio demo with AudioWorklet streaming player (48kHz stereo)
- Add online/offline serving docs and launch scripts
TODO: Single-stage generation models don't support true streaming
(progressive audio chunks). Current TTFP = full generation time.
Needs multi-step scheduling support in GPUGenerationModelRunner.
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-14 13:06:44 -04:00
iancarrasco-b10
48c30bc399
[Qwen3-TTS] Remove hardcoded distributed_executor_backend to improve single-GPU performance ( #2604 )
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Signed-off-by: Ian Carrasco <ian.carrasco@baseten.co >
2026-04-14 14:49:13 +08:00
Yueqian Lin
d9e745ce2c
[Fix] VoxCPM2: support raw audio for voice cloning via OpenAI API ( #2720 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
2026-04-13 06:30:56 +00:00
Jiaqian Liu and Canlin Guo
8097747a5d
[Model] Adapt Wan2.2-I2V-A14B via LightX2V offline conversion path ( #2134 )
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Signed-off-by: Celeste-jq <591998922@qq.com >
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com >
2026-04-13 14:20:04 +08:00
Samit
d1fef41266
[Doc] Add LTX-2 online serving deployment recipes with optimization benchmarks ( #1971 )
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Signed-off-by: samithuang <285365963@qq.com >
Signed-off-by: Samit <285365963@qq.com >
2026-04-11 16:50:03 +08:00
Nick Cao and Claude
2bc183f6f0
[Refactor] Remove dependency on librosa ( #2273 )
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Signed-off-by: Nick Cao <ncao@redhat.com >
Co-authored-by: Claude <noreply@anthropic.com >
2026-04-11 02:11:31 +08:00
wuhang and Didan Deng
cb91cbe61e
[Entrypoint][Refactor]Stage CLI Refactor ( #2020 )
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Signed-off-by: wuhang <wuhang6@huawei.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
2026-04-10 14:40:37 +08:00
e2b0ee4b87
[Model] Add Dynin-omni model in vllm-omni ( #1759 )
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Signed-off-by: kdg6245@snu.ac.kr <kdg6245@snu.ac.kr >
Signed-off-by: Yejoon Lee (IPAI) <leeyejoon@snu.ac.kr >
Signed-off-by: aidas (arpa-kt) <aidaslab@gmail.com >
Signed-off-by: Dogeun Kim <82812668+DOGEUNNKIM@users.noreply.github.com >
Co-authored-by: Yejoon Lee (IPAI) <leeyejoon@snu.ac.kr >
Co-authored-by: aidas (arpa-kt) <aidaslab@gmail.com >
2026-04-09 16:37:34 +08:00
Lancer
8609bc8ed9
[Feat] image2image for Z-Image ( #1580 )
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Signed-off-by: Lancer <maruixiang6688@gmail.com >
Signed-off-by: Lancer <402430575@qq.com >
2026-04-08 14:41:24 +08:00
Markus / Mark and marksverdhai
feefdaee9f
[Bugfix] Accept 'speaker' as alias for 'voice' in TTS speech API ( #2424 )
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Signed-off-by: marksverdhei <marksverdhei@hotmail.com >
Signed-off-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com >
Co-authored-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com >
2026-04-07 15:07:01 +00:00
skf
9584dd6e69
[HunyuanImage3] Align system_prompt support with official implementation ( #2270 )
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Signed-off-by: skf1999 <13234016272@163.com >
2026-04-07 15:37:17 +08:00
+11
f50c5a413f
[Qwen3TTS] [TTS] [Feat] Refactor voice cache manager ( #2108 )
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Signed-off-by: JuanPZuluaga <juanz9312@gmal.com >
Signed-off-by: yiliu30 <yi4.liu@intel.com >
Signed-off-by: gcanlin <canlinguosdu@gmail.com >
Signed-off-by: Binh Tang <tangbinhna@gmail.com >
Signed-off-by: Binh Tang <binht@netflix.com >
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Signed-off-by: Rein Yang <ruiruyang2@gmail.com >
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
Signed-off-by: vraiti <vraiti@redhat.com >
Signed-off-by: Songrui625 <songrui625@gmail.com >
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com >
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com >
Signed-off-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com >
Co-authored-by: Yi Liu <yi4.liu@intel.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com >
Co-authored-by: Binh Tang <tangbinhna@gmail.com >
Co-authored-by: Binh Tang <binht@netflix.com >
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com >
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com >
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com >
Co-authored-by: ChenWenjing <54166744+Shirley125@users.noreply.github.com >
Co-authored-by: vraiti <vraiti@redhat.com >
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com >
Co-authored-by: Sy03 <1370724210@qq.com >
Co-authored-by: chickeyton <ngton2014@gmail.com >
Co-authored-by: Jerry Song <46962917+Songrui625@users.noreply.github.com >
Co-authored-by: Lidang Jiang <119769478+Lidang-Jiang@users.noreply.github.com >
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
Co-authored-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: linyueqian <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-04-03 16:51:58 -04:00
Yueqian Lin
0e83ebe1d4
[OmniVoice] Add two-stage TTS serving support ( #2463 )
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Signed-off-by: linyueqian <linyueqian@outlook.com >
2026-04-03 20:41:20 +00:00
ChenWenjing and Hongsheng Liu
728cf6d023
[Feature] add session based audio streaming input ( #2208 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-02 22:51:41 +08:00
Samit
7b965a7b6c
[Feat][Benchmark] Add synchronous video generation endpoint POST /v1/videos/sync for benchmark test ( #2049 )
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Signed-off-by: samithuang <285365963@qq.com >
2026-04-01 10:47:33 +08:00
汪志鹏
369f301a1b
[BugFix] Add BAGEL single-stage diffusion config and fix multiple <im_start><im_end> bug ( #2381 )
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Signed-off-by: princepride <wangzhipeng628@gmail.com >
2026-04-01 09:19:13 +08:00
noobHappylife
7cb7b3e8ad
Fix Qwen3-TTS gradio demo ( #2372 )
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Signed-off-by: noobhappylife <aratar1991@hotmail.com >
2026-03-31 11:42:09 +00:00
chickeyton
fa0792a0aa
[Doc] Add transformers version requirement in GLM-Image example doc ( #2265 )
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Signed-off-by: chickeyton <ngton2014@gmail.com >
2026-03-29 15:56:51 +00:00
Lidang Jiang
168bea2440
[Misc] Make gradio an optional dependency and upgrade to >=6.7.0 ( #2221 )
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Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com >
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com >
2026-03-28 12:33:55 -04:00
amy-why-3459
eced989b40
[Docs] Modify the documentation description for streaming output ( #2300 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-03-28 11:24:15 +00:00
d96d63cb7f
[Doc] Improve diffusion generation parameter docs for online serving ( #2051 )
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Signed-off-by: samithuang <285365963@qq.com >
Signed-off-by: Samit <285365963@qq.com >
Signed-off-by: gcanlin <canlinguosdu@gmail.com >
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com >
Co-authored-by: gcanlin <canlinguosdu@gmail.com >
2026-03-26 15:12:16 +00:00
Juan Pablo Zuluaga and Yueqian Lin
574ec99ef4
[Qwen3TTS][ServingSpeech] Bugfix/voice upload and add optional ref_text ( #2046 )
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Signed-off-by: JuanPZuluaga <juanz9312@gmail.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-03-26 14:26:52 +00:00
rein yang
8305477750
[Bugfix] remove default sampling parameters ( #2173 )
2026-03-25 20:34:13 -07:00
Baoyuan Qi
807f3133d7
[skip ci][Docs] Add FlashAttention requirement for audio generation to prevent noise-only outputs in mimo-audio model ( #2205 )
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Signed-off-by: 齐保元 <qibaoyuan@xiaomi.com >
2026-03-26 10:21:00 +08:00
29936a3edd
[Frontend] Speaker embedding support for speech and voices APIs ( #1227 )
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Signed-off-by: marksverdhei <marksverdhei@hotmail.com >
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
Signed-off-by: linyueqian <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
Co-authored-by: linyueqian <linyueqian@outlook.com >
2026-03-25 19:02:48 +00:00
rohinarora73 and Yueqian Lin
482e878ed1
Add TTS Text Preprocessing to Gradio Demo ( #2152 )
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Signed-off-by: rohinarora73 <rohin.arora@mistral.ai >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-03-25 01:28:00 +00:00
Chen-Yo Sun and Yueqian Lin
8d75700321
[Voxtral TTS] Add multilingual support in gradio demo ( #2151 )
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Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-03-25 01:20:32 +00:00
dsinghvi
e7e05a55cf
[Feature] Speech batch entrypoint ( #1701 )
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Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com >
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com >
2026-03-24 10:52:01 -04:00
Yueqian Lin
7f112041da
[Bugfix] Fix high TTFP for Base task in Gradio TTS demo ( #2116 )
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Signed-off-by: linyueqian <linyueqian@outlook.com >
2026-03-24 22:47:09 +08:00
Canlin Guo
7bcd43f456
[Docs][skip ci] Fix omni and tts docs ( #2130 )
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Signed-off-by: gcanlin <canlinguosdu@gmail.com >
2026-03-24 22:39:23 +08:00
Alicia
b2b061a9b3
[skip ci] Keep the latest version. ( #2112 )
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Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-03-24 14:26:20 +08:00
rein yang
3cdf28828e
[Feature] support to change the speaker of qwen3-omni ( #1963 )
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Signed-off-by: Rein Yang <ruiruyang2@gmail.com >
2026-03-24 13:53:24 +08:00