{"id":"W2103636088","doi":"10.1109/lsp.2003.813679","title":"Speech probability distribution","year":2003,"lang":"en","type":"article","venue":"IEEE Signal Processing Letters","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Decorrelation; Generalized gamma distribution; Distribution (mathematics); Marginal distribution; Mathematics; Generalized integer gamma distribution; Speech processing; Speech recognition; Probability distribution; Multivariate statistics; Gaussian; Gamma distribution; Multivariate normal distribution; Joint probability distribution; Discrete cosine transform; Computer science; Random variable; Statistics; Artificial intelligence; Mathematical analysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096615,0.0006513598,0.0006450524,0.001471011,0.0005070217,0.001674234,0.0009298908,0.001034955,0.009285551],"category_scores_gemma":[0.007683611,0.0002568445,0.0006118069,0.001102773,0.001135003,0.001954084,0.000832328,0.0009036603,0.003853337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090711,"about_ca_system_score_gemma":0.0006507108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280955,"about_ca_topic_score_gemma":0.0009478241,"domain_scores_codex":[0.9990433,0.0001403403,0.00004309495,0.0003398379,0.0003420341,0.00009137394],"domain_scores_gemma":[0.9966762,0.001923063,0.0002227849,0.0004380555,0.0006662111,0.00007375969],"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":[0.0004071935,0.0001071668,0.01017886,0.0004011884,0.0001124811,0.001961958,0.0006869553,0.2805085,0.03928886,0.4360327,0.01168015,0.218634],"study_design_scores_gemma":[0.00002283381,0.0001103602,0.006292876,0.00004629085,0.0000487045,0.002253625,0.0001475461,0.8388487,0.008904944,0.1314682,0.01176033,0.0000956923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02923572,0.0006026632,0.9565365,0.000470883,0.0000895088,0.00007363439,0.0007941393,0.0009978932,0.01119912],"genre_scores_gemma":[0.8832145,0.002328311,0.0896928,0.0003141263,0.000374661,0.0002583479,0.002306276,0.0003675416,0.0211435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009285551,"threshold_uncertainty_score":0.0310632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804183266396142,"score_gpt":0.2324819737331489,"score_spread":0.2144401410691875,"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."}}