{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Model: inclusionAI/Ming-omni-tts-tokenizer-12Hz","description":"InclusionAI (Ant Group) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/527f5ff3-cfcc-4384-ae72-4ceb68de1f49","json_url":"https://onlylabs.fyi/signals/527f5ff3-cfcc-4384-ae72-4ceb68de1f49/signal.json","generated_at":"2026-06-11T02:49:44.40883+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/527f5ff3-cfcc-4384-ae72-4ceb68de1f49","signal_json":"https://onlylabs.fyi/signals/527f5ff3-cfcc-4384-ae72-4ceb68de1f49/signal.json","source":"https://huggingface.co/inclusionAI/Ming-omni-tts-tokenizer-12Hz","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/Ming-omni-tts-tokenizer-12Hz. 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Powered by a custom 12.5Hz continuous tokenizer and Patch-by-Patch compression, it delivers competitive inference efficiency (3.1Hz). Additionally, the model features robust text normalization capabilities for the accurate and natural narration of complex mathematical and chemical expressions...."},"evidence_pages":[{"url":"https://huggingface.co/inclusionAI/Ming-omni-tts-tokenizer-12Hz/raw/main/README.md","final_url":"https://huggingface.co/inclusionAI/Ming-omni-tts-tokenizer-12Hz/raw/main/README.md","title":"inclusionAI/Ming-omni-tts-tokenizer-12Hz model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:44.40883+00:00","bytes":3743,"raw_path":"a374fa34d3be6e8e458891a84b60b92f1016e3f0d2f22a2c6ee998fd48092bbb.md","content_hash":"613f37c9791b9f0a0d1baf81893cf63287756370a20d669ade876da258f45a81","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 pipeline_tag: audio-to-audio --- <p align=\"center\">🌐<a href=\"https://xqacmer.github.io/Ming-omni-tts/\">Project Page</a> ｜🤗 <a href=\"https://huggingface.co/inclusionAI/Ming-omni-tts-0.5B\">Hugging Face</a>｜ 🤖 <a href=\"https://modelscope.cn/models/inclusionAI/Ming-omni-tts-0.5B\">ModelScope</a> | 🎮 <a href=\"https://modelscope.cn/studios/antsipan/ming-uniaudio-demo\">Gradio Demo-zh</a> | 🎮 <a href=\"https://huggingface.co/spaces/cafe3310/ming-uniaudio-demo-en\">Gradio Demo-en</a> | 💬 <a href=\"https://qr.dingtalk.com/action/joingroup?code=v1,k1,O7MiZqrOrB2c7PnUZVBNvmDh/6tghNLMEtXqMteyRIpuRVJIwrSsXmL8oFqU5ajJ&_dt_no_comment=1&origin=11? \">DingTalk(钉钉)</a> Introduction Ming-omni-tts is a high-performance unified audio generation model that achieves precise control over speech attributes and enables single-channel synthesis of speech, environmental sounds, and music. Powered by a custom 12.5Hz continuous tokenizer and Patch-by-Patch compression, it delivers competitive inference efficiency (3.1Hz). 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