{"id":"W2901031718","doi":"10.48550/arxiv.1811.08029","title":"Sound-Stream II: Towards Real-Time Gesture Controlled Articulatory Sound Synthesis","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sound (geography); Gesture; Computer science; Acoustics; Speech recognition; Communication; Artificial intelligence; Psychology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005169458,0.0005905587,0.001066497,0.0003616694,0.0008549485,0.000147775,0.002442032,0.0009351177,0.0001609638],"category_scores_gemma":[0.0002464168,0.0005795498,0.0005233322,0.0004900493,0.0007113412,0.0002810358,0.004131848,0.0007462001,0.0003207835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804555,"about_ca_system_score_gemma":0.0002681774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348669,"about_ca_topic_score_gemma":0.00007985259,"domain_scores_codex":[0.9970048,0.0002436441,0.0003569762,0.001572934,0.0001779823,0.0006436764],"domain_scores_gemma":[0.9965906,0.0003288688,0.0004143984,0.002186838,0.0003017064,0.0001776294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009179136,0.001487634,0.01430134,0.0003483194,0.006178339,0.002455365,0.006641022,0.01279896,0.0002156087,0.9225435,0.02960098,0.00251104],"study_design_scores_gemma":[0.004419661,0.0004025784,0.009273855,0.0002916547,0.001232871,0.00004463145,0.0003688476,0.1184034,0.0002749187,0.8589153,0.003812415,0.002559772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023851,0.0001678735,0.07310282,0.0004401394,0.0009843874,0.0005919578,0.00002503905,0.001257443,0.02104526],"genre_scores_gemma":[0.9932061,0.0002305762,0.001284416,0.0001273272,0.0001878779,0.00001046013,0.000005324222,0.00002471407,0.004923193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056045,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055404260262822,"score_gpt":0.1876894809025292,"score_spread":0.147135438299901,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}