{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/Qwen3-ASR","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac","json_url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac/signal.json","generated_at":"2026-06-11T02:53:16.627235+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac","signal_json":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac/signal.json","source":"https://github.com/QwenLM/Qwen3-ASR","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-ASR (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen3-ASR · language Python · Notable ASR model release from Qwen with solid traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/Qwen3-ASR","source_host":"github.com","occurred_at":"2026-01-28T05:44:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/Qwen3-ASR","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"2,876","source":"traction"},{"label":"Notability","value":"Notable ASR model release from Qwen with solid traction.","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/Qwen3-ASR"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:16.627235+00:00"},"data_business":{"matches":true,"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["support"],"score":14,"reason":"Qwen (Alibaba Cloud) has a repo signal matching product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Product and customer?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/Qwen3-ASR","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Qwen (Alibaba Cloud)'s repo signal \"QwenLM/Qwen3-ASR\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-ASR","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-ASR."},{"subject":"QwenLM/Qwen3-ASR","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-ASR is classified as repo signal."},{"subject":"QwenLM/Qwen3-ASR","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-ASR belongs to repos desk."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has context","object":"Python","text":"QwenLM/Qwen3-ASR has context Python."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-ASR has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/Qwen3-ASR","predicate":"matches data-business lanes","object":"Product and customer","text":"QwenLM/Qwen3-ASR matches data-business lanes Product and customer."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has captured page count","object":"1","text":"QwenLM/Qwen3-ASR has captured page count 1."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has readable page count","object":"1","text":"QwenLM/Qwen3-ASR has readable page count 1."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has related signal count","object":"6","text":"QwenLM/Qwen3-ASR has related signal count 6."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"QwenLM/Qwen3-ASR has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-ASR has source host github.com."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/Qwen3-ASR has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has signal desk","object":"repos","text":"QwenLM/Qwen3-ASR has signal desk repos."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has source host","object":"github.com","text":"QwenLM/Qwen3-ASR has source host github.com."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has repository","object":"QwenLM/Qwen3-ASR","text":"QwenLM/Qwen3-ASR has repository QwenLM/Qwen3-ASR."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has language","object":"Python","text":"QwenLM/Qwen3-ASR has language Python."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has stars","object":"2,876","text":"QwenLM/Qwen3-ASR has stars 2,876."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has notability","object":"Notable ASR model release from Qwen with solid traction.","text":"QwenLM/Qwen3-ASR has notability Notable ASR model release from Qwen with solid traction.."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has radar lane","object":"Product and customer","text":"QwenLM/Qwen3-ASR has radar lane Product and customer."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/Qwen3-ASR (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/Qwen3-ASR · language Python · Notable ASR model release from Qwen with solid traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/Qwen3-ASR","text":"Qwen (Alibaba Cloud) published repo QwenLM/Qwen3-ASR."},{"subject":"QwenLM/Qwen3-ASR","predicate":"is classified as","object":"repo signal","text":"QwenLM/Qwen3-ASR is classified as repo signal."},{"subject":"QwenLM/Qwen3-ASR","predicate":"belongs to","object":"repos desk","text":"QwenLM/Qwen3-ASR belongs to repos desk."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has context","object":"Python","text":"QwenLM/Qwen3-ASR has context Python."},{"subject":"QwenLM/Qwen3-ASR","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/Qwen3-ASR has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/Qwen3-ASR","predicate":"matches data-business lanes","object":"Product and customer","text":"QwenLM/Qwen3-ASR matches data-business lanes Product and customer."}]},"signal":{"id":"b1c17d5e-d534-4e3f-a3ca-817ab9546bac","url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac","json_url":"https://onlylabs.fyi/signals/b1c17d5e-d534-4e3f-a3ca-817ab9546bac/signal.json","source_url":"https://github.com/QwenLM/Qwen3-ASR","title":"QwenLM/Qwen3-ASR","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-01-28T05:44:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/Qwen3-ASR"]},"facets":{"repo":"QwenLM/Qwen3-ASR","language":"Python"},"traction":{"github_stars":2876,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":14,"matched_terms":["support"],"reason":"Qwen (Alibaba Cloud) has a repo signal matching product and customer."}},"primary_evidence_page":{"url":"https://github.com/QwenLM/Qwen3-ASR","final_url":"https://github.com/QwenLM/Qwen3-ASR","title":"QwenLM/Qwen3-ASR repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:16.627235+00:00","bytes":65452,"raw_path":"4bad56b5b58c90d25b2d210160788ccd5860e1520d1ffbcab548958224c24376.json","content_hash":"8a1042e1f468c41f961bc75fdb5c98cbeb52e7abdecbf77a30b32108d96467fe","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/Qwen3-ASR Description: Qwen3-ASR is an open-source series of ASR models developed by the Qwen team at Alibaba Cloud, supporting stable multilingual speech/music/song recognition, language detection and timestamp prediction. Language: Python License: Apache-2.0 Stars: 2874 Forks: 290 Open issues: 35 Created: 2026-01-28T05:44:59Z Pushed: 2026-01-30T03:24:24Z Default branch: main Fork: no Archived: no README: Qwen3-ASR
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