{"id":"pam--msclap-2023","name":"PAM clean quality (MS-CLAP 2023)","capability":"audio-quality-assessment","description":"Contrastive clean-quality prediction using published PAM prompts and MS-CLAP 2023 weights.","source_repo":"microsoft/msclap","source_url":"https://huggingface.co/microsoft/msclap","versions":[{"id":"pam--msclap-2023:c47d441165daa21986ead0850660917636a81775","revision":"c47d441165daa21986ead0850660917636a81775","license":"ms-pl","artifact_count":1,"evidence_status":"source_metadata","source_details":{"license_provenance":{"declaration":"ms-pl","source":"https://huggingface.co/microsoft/msclap/raw/c47d441165daa21986ead0850660917636a81775/README.md","source_sha256":"9fede5e05498a850b32e3064e06dc10fe627a965e5d9aee293cc898901368447","confidence":"primary_card_declaration","commercial_review":"unknown"},"upstream":{"url":"https://github.com/soham97/PAM","transport_repo":"microsoft/msclap","algorithm_repo":"https://github.com/soham97/PAM","algorithm_revision":"ead6e7f9d907268e30c73b29526f50523a34b4aa","algorithm_license":"mit","weight_license":"ms-pl"},"usage_contract":{"input":"Audio decoded and preprocessed according to upstream model documentation.","docs":"https://github.com/soham97/PAM","example_status":"ModelUse inference recipe unavailable","output":{"meaning":"Predicted quality features; interpretation depends on the model domain.","metrics":["overall"]}},"pipeline_participation":[{"pipeline_id":"experimental-audio-quality-review","role":"clean_quality_prediction"}]},"recipes":[]}]}