{"id":"W2883874146","doi":"10.1121/1.5048044","title":"On the design of differential beamformers with arbitrary planar microphone array geometry","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Planar; Microphone; Beamforming; Differential (mechanical device); Acoustics; Microphone array; Concentric; Planar array; Invariant (physics); Geometry; Mathematics; Mathematical analysis; Physics; Computer science; Optics; Loudspeaker","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":[0.0008829617,0.001078459,0.0005960304,0.0004105647,0.0002272849,0.0005407378,0.0007841614,0.0006825452,0.001523225],"category_scores_gemma":[0.002994937,0.0006682452,0.0005552346,0.0005719649,0.0007828537,0.001020574,0.001023332,0.0006127012,0.000864775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923095,"about_ca_system_score_gemma":0.0004387108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003461604,"about_ca_topic_score_gemma":0.0005888405,"domain_scores_codex":[0.9992903,0.0002182199,0.00003622739,0.0001192937,0.0002906735,0.00004519773],"domain_scores_gemma":[0.9990829,0.0005328527,0.00008808923,0.00006757231,0.000200888,0.00002762925],"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":[0.0001930554,0.00003702746,0.0005798354,0.0003535057,0.00006457846,0.0002122918,0.0002355128,0.5726882,0.06950351,0.07281235,0.002096373,0.2812237],"study_design_scores_gemma":[0.00004597145,0.0001556515,0.0002290181,0.00003233762,0.00002520681,0.000344891,0.00004539684,0.9476733,0.02047592,0.02111266,0.009829853,0.00002966301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008868924,0.0000516109,0.9984762,0.00001985888,0.000007620773,0.000005923652,0.000005605867,0.00004459805,0.0005017319],"genre_scores_gemma":[0.07579841,0.0006013646,0.9214334,0.0001068448,0.00004543278,0.0001032752,0.0000834977,0.00006390706,0.001763943],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001523225,"threshold_uncertainty_score":0.00509572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152033056389107,"score_gpt":0.2181031048185408,"score_spread":0.2065827742546497,"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."}}