{"id":"W4408353590","doi":"10.1109/icassp49660.2025.10890553","title":"Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting","year":2025,"lang":"en","type":"article","venue":"","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Prosody; Speech synthesis; Speech recognition; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008107121,0.0003257496,0.0004212701,0.000461774,0.0003397116,0.0004989689,0.001172607,0.000121218,0.0008365687],"category_scores_gemma":[0.0004913787,0.0002870011,0.0001303701,0.001621912,0.00004818111,0.0007531602,0.0005335364,0.0002041756,0.001243299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829255,"about_ca_system_score_gemma":0.000224927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002305476,"about_ca_topic_score_gemma":0.0001203811,"domain_scores_codex":[0.9971771,0.0001641958,0.0004978698,0.0009237514,0.0005067689,0.0007302787],"domain_scores_gemma":[0.9978573,0.000625028,0.0001119233,0.0008569384,0.0003179693,0.000230832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004407614,0.0003352581,0.0004485208,0.00006015581,0.0001244371,0.00004866194,0.0003099372,0.0000257393,0.008001992,0.03060518,0.008500416,0.9514956],"study_design_scores_gemma":[0.0007016155,0.0002084468,0.002763723,0.0006113056,0.00007039504,0.00005381651,0.0007832251,0.09103658,0.8257171,0.0128017,0.0638497,0.001402381],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005177617,0.00004338186,0.7678742,0.002741771,0.0003492932,0.000852487,0.00001081247,0.0007348488,0.2222155],"genre_scores_gemma":[0.2988667,0.00001381113,0.6633739,0.002817866,0.0001003693,0.0004041625,0.000002241135,0.00003695782,0.0343839],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9500933,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149870901442346,"score_gpt":0.2517910556442048,"score_spread":0.2302923466297814,"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."}}