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{"6676af8a-7a4d-4aa8-af96-f26452f58753": {"title": "Divination Engines: A media History of Text Prediction", "title_sort": "Divination Engines: A media History of Text Prediction", "pubdate": "2017-06-15 00:00:00+00:00", "last_modified": "2020-06-09 12:00:37.880000+00:00", "library_uuid": "ac02bcce-a920-4add-befb-1dbc71589681", "librarian": "Em Azon", "_id": "6676af8a-7a4d-4aa8-af96-f26452f58753", "tags": ["_tablet_modified"], "abstract": "", "publisher": "", "authors": ["Xiaochang Li"], "formats": [{"format": "pdf", "file_name": "Divination Engines_ A media His - Xiaochang Li.pdf", "dir_path": "Xiaochang Li/Divination Engines_ A media History (2)/", "size": 19319089}], "cover_url": "Xiaochang Li/Divination Engines_ A media History (2)/cover.jpg", "identifiers": [{"scheme": "bibhash", "code": "ARvOPJspR1SF"}], "languages": []}, "f5f0b4ef-9603-4aea-aa40-b5d0fbb9f4d7": {"title": "Smart Home Report", "title_sort": "Smart Home Report", "pubdate": "2018-06-15 00:00:00+00:00", "last_modified": "2020-06-09 12:00:43.520000+00:00", "library_uuid": "ac02bcce-a920-4add-befb-1dbc71589681", "librarian": "Em Azon", "_id": "f5f0b4ef-9603-4aea-aa40-b5d0fbb9f4d7", "tags": [], "abstract": "", "publisher": "", "authors": ["Audio Analytic"], "formats": [{"format": "pdf", "file_name": "Smart Home Report - Audio Analytic.pdf", "dir_path": "Audio Analytic/Smart Home Report (3)/", "size": 2653494}], "cover_url": "Audio Analytic/Smart Home Report (3)/cover.jpg", "identifiers": [{"scheme": "bibhash", "code": "+mTIjocigTCv"}], "languages": []}, "fc275850-d172-4ec1-ab4e-db5c4cc2b5df": {"title": "A Framework for the Robust Evaluation of Sound Event Detection", "title_sort": "A Framework for the Robust Evaluation of Sound Event Detection", "pubdate": "2020-06-15 00:00:00+00:00", "last_modified": "2020-06-09 12:00:47.729000+00:00", "library_uuid": "ac02bcce-a920-4add-befb-1dbc71589681", "librarian": "Em Azon", "_id": "fc275850-d172-4ec1-ab4e-db5c4cc2b5df", "tags": ["electrical engineering and systems science - audio and speech processing", "computer science - sound"], "abstract": "This work de\ufb01nes a new framework for performance evaluation of polyphonic sound event detection (SED) systems, which overcomes the limitations of the conventional collar-based event decisions, event F-scores and event error rates. The proposed framework introduces a de\ufb01nition of event detection that is more robust against labelling subjectivity. It also resorts to polyphonic receiver operating characteristic (ROC) curves to deliver more global insight into system performance than F1-scores, and proposes a reduction of these curves into a single polyphonic sound detection score (PSDS), which allows system comparison independently from operating points (OPs). The presented method also delivers better insight into data biases and classi\ufb01cation stability across sound classes. Furthermore, it can be tuned to varying applications in order to match a variety of user experience requirements. The bene\ufb01ts of the proposed approach are demonstrated by re-evaluating the baseline and two of the top-performing systems from DCASE 2019 Task 4.", "publisher": "", "authors": ["Cagdas Bilen", "Giacomo Ferroni", "Francesco Tuveri", "Juan Azcarreta", "Sacha Krstulovic"], "formats": [{"format": "pdf", "file_name": "A Framework for the Robust Eval - Cagdas Bilen.pdf", "dir_path": "Cagdas Bilen/A Framework for the Robust Evaluatio (4)/", "size": 666363}], "cover_url": "Cagdas Bilen/A Framework for the Robust Evaluatio (4)/cover.jpg", "identifiers": [{"scheme": "bibhash", "code": "LCq0llus6mWW"}], "languages": ["eng"], "series": "arXiv:1910.08440 [cs, eess]"}, "827d1f44-5a35-4278-a527-4df67e5ba321": {"title": "Intelligent Audio Analysis", "title_sort": "Intelligent Audio Analysis", "pubdate": "2014-06-15 00:00:00+00:00", "last_modified": "2020-09-29 13:38:34.116476+00:00", "library_uuid": "ac02bcce-a920-4add-befb-1dbc71589681", "librarian": "Em Azon", "_id": "827d1f44-5a35-4278-a527-4df67e5ba321", "tags": ["Technology & Engineering", "user interfaces", "acoustics & sound", "Compu