{"id":"W2791919658","doi":"","title":"Study by simulation of the acoustic characteristics of the vocal tract with losses","year":2005,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formant; Vocal tract; Acoustics; Transfer function; Lossy compression; Computer science; Physics; Engineering; Speech recognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002891873,0.0004889258,0.0004209286,0.0003099171,0.0002904495,0.000519897,0.0005212637,0.00100215,0.00169607],"category_scores_gemma":[0.001588007,0.0002643407,0.0004919223,0.000224402,0.0004989366,0.0003738667,0.0003446496,0.0003560896,0.0003087063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005923,"about_ca_system_score_gemma":0.0003969506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018565,"about_ca_topic_score_gemma":0.001328555,"domain_scores_codex":[0.9998568,0.0000374236,0.000006024084,0.00001566855,0.00006386486,0.00002011161],"domain_scores_gemma":[0.9992494,0.0005098101,0.00006716401,0.00005296173,0.00008945124,0.00003116484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001091104,0.00004563725,0.002201081,0.00007272046,0.00002608991,0.0002983214,0.000173139,0.9669021,0.02137227,0.002368672,0.0002258235,0.006204946],"study_design_scores_gemma":[0.000008326967,0.00005978904,0.0005917013,0.00000668847,0.000009948992,0.0000833506,0.00003064867,0.9948695,0.003373808,0.0004093589,0.0005502756,0.000006565924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6226039,0.0003361623,0.3623918,0.0001770419,0.00006721559,0.00009767061,0.0002396237,0.001071326,0.01301535],"genre_scores_gemma":[0.9764727,0.000194474,0.01862295,0.00001955444,0.0000138276,0.00006792916,0.0001324306,0.00009508744,0.004381063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018565,"threshold_uncertainty_score":0.006001949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530604997374221,"score_gpt":0.2262474016236843,"score_spread":0.2109413516499421,"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."}}