{"id":"W2980186579","doi":"10.1109/ccece.2019.8861555","title":"Neural Network Music Genre Classification","year":2019,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Spectrogram; Artificial neural network; Computer science; Artificial intelligence; Speech recognition; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093485,0.0007510716,0.0005663557,0.001799631,0.0003707144,0.0009792644,0.0008380868,0.0007604123,0.005676522],"category_scores_gemma":[0.002119107,0.0002102865,0.0005293561,0.001600765,0.0002028825,0.0008835429,0.0004168442,0.0008688838,0.003019568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00063267,"about_ca_system_score_gemma":0.0003296561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733968,"about_ca_topic_score_gemma":0.00749523,"domain_scores_codex":[0.9997513,0.00003671105,0.00002036925,0.00006152847,0.00008459116,0.00004545803],"domain_scores_gemma":[0.9996724,0.00009090313,0.00003072389,0.00002731055,0.0001601844,0.00001852784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002640244,0.00019078,0.005411198,0.0001735442,0.0001334139,0.000130539,0.00004292023,0.07415987,0.01165763,0.002194376,0.0118199,0.8938217],"study_design_scores_gemma":[0.00001535825,0.00005969928,0.003656904,0.00005211898,0.00004827845,0.0001034416,0.00005306438,0.983197,0.004683554,0.002426617,0.005685593,0.00001833797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2308357,0.01607254,0.6582183,0.002369244,0.002206189,0.0005085319,0.003613567,0.008035768,0.07814013],"genre_scores_gemma":[0.7934755,0.005268336,0.1565803,0.0005641732,0.0006584158,0.000202987,0.004054864,0.0002050981,0.0389903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007733968,"threshold_uncertainty_score":0.0189898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436511216001128,"score_gpt":0.2357635167567053,"score_spread":0.201398404596694,"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."}}