{"id":"W4403794801","doi":"10.48550/arxiv.2409.17353","title":"Internalizing ASR with Implicit Chain of Thought for Efficient Speech-to-Speech Conversational LLM","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Speech recognition; Psychology; Indirect speech; Computer science; Linguistics; Cognitive psychology; Natural language processing; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"fund_new","weight":1678.9,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Machine learning method internalizing ASR chain of thought in a speech-to-speech conversational LLM; a model architecture contribution."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The preprint develops a speech-to-speech language-model method, not a study of research practice."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Speech LLM engineering for ASR chain-of-thought; AI systems research, not metaresearch."}}}