{"id":"W3015673932","doi":"10.36227/techrxiv.12088980.v1","title":"A Review of Automatic Music Generation Based on Performance RNN","year":2020,"lang":"en","type":"review","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Recurrent neural network; MIDI; Computer science; Artificial intelligence; Deep learning; State (computer science); Process (computing); Speech recognition; Artificial neural network; Machine learning; Algorithm; Programming language; Operating system","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":[0.000641973,0.0009136308,0.0008915136,0.002339632,0.0002278914,0.0006873119,0.0009009495,0.0008888794,0.006036591],"category_scores_gemma":[0.001516524,0.0003829479,0.0005831845,0.002253696,0.0002582685,0.001353311,0.0005346562,0.0008485823,0.003552106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080674,"about_ca_system_score_gemma":0.0009234872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454575,"about_ca_topic_score_gemma":0.001909242,"domain_scores_codex":[0.9997354,0.0000424571,0.0000419812,0.00006945215,0.00009395262,0.00001684301],"domain_scores_gemma":[0.9994079,0.0002836597,0.00005936244,0.00002185026,0.0001975475,0.00002973986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005353037,0.00005007689,0.0002217283,0.01907278,0.00009334322,0.0001091672,0.00003771688,0.0007879118,0.001510269,0.003593259,0.0225803,0.9518899],"study_design_scores_gemma":[0.00001266501,0.0001465312,0.00109935,0.004765202,0.0002099755,0.0007260604,0.00004506172,0.000688864,0.001697359,0.002687613,0.9878817,0.00003955324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002859026,0.9935762,0.001830592,0.0003109816,0.0003029497,0.00001121496,0.00006845642,0.00003373284,0.003579928],"genre_scores_gemma":[0.002315224,0.993055,0.001886851,0.0002836898,0.0003519369,0.00001666603,0.0001431635,0.00001221224,0.001935088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006036591,"threshold_uncertainty_score":0.02019435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050314975466262,"score_gpt":0.3152689277326465,"score_spread":0.2102374301860203,"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."}}