"P.W. Ellis, Daniel" - Selaus tekijän mukaan TUNICRIS-julkaisut
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Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection
Ariyakulam Sudarsanam, Parthasaarathy; Politis, Archontis; Drosos, Konstantinos; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
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Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions
Wang, Shanshan; Heittola, Toni; Mesaros, Annamaria; Virtanen, Tuomas; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
conferenceObjectThis paper presents the details of the Audio-Visual Scene Classification task in the DCASE 2021 Challenge (Task 1 Subtask B). The task is concerned with classification using audio and video modalities, using a dataset of ... -
Continual Learning for Automated Audio Captioning Using the Learning without Forgetting Approach
Berg, Jan; Drosos, Konstantinos; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
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Diversity and bias in audio captioning datasets
Martin Morato, Irene; Mesaros, Annamaria; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
conferenceObjectDescribing soundscapes in sentences allows better understanding of the acoustic scene than a single label indicating the acoustic scene class or a set of audio tags indicating the sound events active in the audio clip. In ... -
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning
Weck, Benno; Favory, Xavier; Drosos, Konstantinos; Serra, Xavier; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
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Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations
Triantafyllopoulos, Andreas; Milling, Manuel; Drosos, Konstantinos; Schuller , Bjorn W.; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
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Low-complexity acoustic scene classification for multi-device audio: analysis of DCASE 2021 Challenge systems
Martin Morato, Irene; Heittola, Toni; Mesaros, Annamaria; Virtanen, Tuomas; Font, Frederic; Mesaros, Annamaria; P.W. Ellis, Daniel; Fonseca, Eduardo; Fuentes, Magdalena; Elizalde, Benjamin (DCASE, 15.11.2021)
conferenceObjectThis paper presents the details of Task 1A Acoustic Scene Classification in the DCASE 2021 Challenge. The task targeted development of low-complexity solutions with good generalization properties. The provided baseline ...