Annamaria Mesaros

91 papers B 1Misc 12Journal 31Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	A decade of DCASE: Achievements, practices, evaluations and future challenges. ICASSP Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2025	—	`conf`	Class-Incremental Learning for Sound Event Localization and Detection. ICASSP Workshops Ruchi Pandey, Manjunath Mulimani, Archontis Politis, Annamaria Mesaros
2025	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. Proc. IEEE Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2025	Misc	`conf`	Domain-Incremental Learning for Audio Classification. ICASSP Manjunath Mulimani, Annamaria Mesaros
2025	—	`conf`	Learning Order Matters in Class-Incremental Learning for Sound Localization and Detection. EUSIPCO Ruchi Pandey, Manjunath Mulimani, Archontis Politis, Annamaria Mesaros
2025	J	`jnl`	Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Gerhard Widmer
2025	—	`conf`	Online incremental learning for audio classification using a pretrained audio model. WASPAA Manjunath Mulimani, Annamaria Mesaros
2025	—	`conf`	Sound event detection with audio-text models and heterogeneous temporal annotations. WASPAA Manu Harju, Annamaria Mesaros
2024	J	`jnl`	A decade of DCASE: Achievements, practices, evaluations and future challenges. CoRR Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2024	J	`jnl`	Binaural Sound Source Distance Estimation and Localization for a Moving Listener. IEEE ACM Trans. Audio Speech Lang. Process. Daniel Aleksander Krause, Guillermo García-Barrios, Archontis Politis, Annamaria Mesaros
2024	Misc	`conf`	Class-Incremental Learning for Multi-Label Audio Classification. ICASSP Manjunath Mulimani, Annamaria Mesaros
2024	J	`jnl`	Class-Incremental Learning for Multi-Label Audio Classification. CoRR Manjunath Mulimani, Annamaria Mesaros
2024	J	`jnl`	Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
2024	J	`jnl`	DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels. CoRR Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel
2024	J	`jnl`	Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Khaled Koutini, Gerhard Widmer
2024	—	`conf`	Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations. EUSIPCO Manjunath Mulimani, Annamaria Mesaros
2024	J	`jnl`	Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations. CoRR Manjunath Mulimani, Annamaria Mesaros
2024	—	`conf`	Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data. ICASSP Workshops Shanshan Wang, Soumya Tripathy, Toni Heittola, Annamaria Mesaros
2024	—	`conf`	Sound Event Detection and Localization with Distance Estimation. EUSIPCO Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
2024	J	`jnl`	Sound Event Detection and Localization with Distance Estimation. CoRR Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
2024	—	`conf`	Sound Event Detection with Soft Labels: A New Perspective on Evaluation. EUSIPCO Manu Harju, Irene Martín-Morató, Toni Heittola, Annamaria Mesaros
2023	J	`jnl`	Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall. CoRR Manu Harju, Annamaria Mesaros
2023	J	`jnl`	Incremental Learning of Acoustic Scenes and Sound Events. CoRR Manjunath Mulimani, Annamaria Mesaros
2023	Misc	`conf`	Self-Supervised Learning of Audio Representations using Angular Contrastive Loss. ICASSP Shanshan Wang, Soumya Tripathy, Annamaria Mesaros
2023	J	`jnl`	Strong Labeling of Sound Events Using Crowdsourced Weak Labels and Annotator Competence Estimation. IEEE ACM Trans. Audio Speech Lang. Process. Irene Martín-Morató, Annamaria Mesaros
2023	Misc	`conf`	Training Sound Event Detection with Soft Labels from Crowdsourced Annotations. ICASSP Irene Martín-Morató, Manu Harju, Paul Ahokas, Annamaria Mesaros
2023	J	`jnl`	Training sound event detection with soft labels from crowdsourced annotations. CoRR Irene Martín-Morató, Manu Harju, Paul Ahokas, Annamaria Mesaros
2022	—	`conf`	A Summarization Approach to Evaluating Audio Captioning. DCASE Irene Martín-Morató, Manu Harju, Annamaria Mesaros
2022	—	`conf`	Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification. EUSIPCO Daniel Aleksander Krause, Annamaria Mesaros
2022	J	`jnl`	Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification. CoRR Daniel Aleksander Krause, Annamaria Mesaros
2022	—	`conf`	Binaural source localization using deep learning and head rotation information. EUSIPCO Guillermo García-Barrios, Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros, Juana M. Gutiérrez-Arriola, Rubén Fraile
2022	—	`conf`	Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
2022	—	`ed.`	Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, DCASE 2022, Nancy, France, November 3-4, 2022 DCASE Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gaël Richard, Romain Serizel, Dan Stowell
2022	J	`jnl`	Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment. IEEE J. Sel. Top. Signal Process. Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
2022	J	`jnl`	Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment. CoRR Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
2022	J	`jnl`	Self-supervised learning of audio representations using angular contrastive loss. CoRR Shanshan Wang, Soumya Tripathy, Annamaria Mesaros
2021	Misc	`conf`	A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. ICASSP Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2021	—	`conf`	Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions. DCASE Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2021	J	`jnl`	Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions. CoRR Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2021	—	`conf`	Crowdsourcing Strong Labels for Sound Event Detection. WASPAA Irene Martín-Morató, Manu Harju, Annamaria Mesaros
2021	—	`conf`	Diversity and Bias in Audio Captioning Datasets. DCASE Irene Martín-Morató, Annamaria Mesaros
2021	—	`conf`	Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio. WASPAA Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
2021	J	`jnl`	Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio. CoRR Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
2021	—	`conf`	Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems. DCASE Irene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2021	J	`jnl`	Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. IEEE ACM Trans. Audio Speech Lang. Process. Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
2021	—	`ed.`	Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021 DCASE Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde
2021	J	`jnl`	Sound Event Detection: A tutorial. IEEE Signal Process. Mag. Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2021	B	`conf`	Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. ICMI Björn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos
2021	—	`conf`	What is the ground truth? Reliability of multi-annotator data for audio tagging. EUSIPCO Irene Martín-Morató, Annamaria Mesaros
2020	—	`conf`	Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions. DCASE Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
2020	J	`jnl`	Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. CoRR Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
2020	—	`ed.`	Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), Tokyo, Japan (full virtual), November 2-4, 2020 DCASE Nobutaka Ono, Noboru Harada, Yohei Kawaguchi, Annamaria Mesaros, Keisuke Imoto, Yuma Koizumi, Tatsuya Komatsu
2019	—	`conf`	Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups. DCASE Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2019	—	`conf`	Audio-Based Epileptic Seizure Detection. EUSIPCO M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen
2019	—	`conf`	City Classification from Multiple Real-World Sound Scenes. WASPAA Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
2019	J	`jnl`	City classification from multiple real-world sound scenes. CoRR Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
2019	—	`conf`	Joint Measurement of Localization and Detection of Sound Events. WASPAA Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen
2019	J	`jnl`	Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2019	Misc	`conf`	Sound Event Envelope Estimation in Polyphonic Mixtures. ICASSP Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri
2018	—	`conf`	A multi-device dataset for urban acoustic scene classification. DCASE Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	J	`jnl`	A multi-device dataset for urban acoustic scene classification. CoRR Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	—	`conf`	Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries. IWAENC Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	J	`jnl`	Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley
2018	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2018, Surrey, UK, November 19-20, 2018 DCASE Mark D. Plumbley, Christian Kroos, Juan Pablo Bello, Gaël Richard, Daniel P. W. Ellis, Annamaria Mesaros
2017	—	`conf`	Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study. WASPAA Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2017	—	`conf`	DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2017	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017 DCASE Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent, Emmanouil Benetos, Benjamin Elizalde
2016	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016 DCASE Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange
2016	—	`conf`	TUT database for acoustic scene classification and sound event detection. EUSIPCO Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2015	—	`conf`	Acoustic context recognition for mobile devices using a reduced complexity SVM. EUSIPCO Daniele Battaglino, Annamaria Mesaros, Ludovick Lepauloux, Laurent Pilati, Nicholas W. D. Evans
2015	Misc	`conf`	Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations. ICASSP Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen
2014	J	`jnl`	Method for creating location-specific audio textures. EURASIP J. Audio Speech Music. Process. Toni Heittola, Annamaria Mesaros, Dani Korpi, Antti J. Eronen, Tuomas Virtanen
2014	Misc	`conf`	Unsupervised feature extraction for multimedia event detection and ranking using audio content. ICASSP Ehsan Amid, Annamaria Mesaros, Kalle J. Palomäki, Jorma Laaksonen, Mikko Kurimo
2013	Misc	`conf`	Analysis of acoustic-semantic relationship for diversely annotated real-world audio data. ICASSP Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki
2013	J	`jnl`	Context-dependent sound event detection. EURASIP J. Audio Speech Music. Process. Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
2013	J	`jnl`	On the human ability to discriminate audio ambiances from similar locations of an urban environment. Pers. Ubiquitous Comput. Dani Korpi, Toni Heittola, Timo Partala, Antti J. Eronen, Annamaria Mesaros, Tuomas Virtanen
2013	—	`conf`	PicSOM Experiments in TRECVID 2013. TRECVID Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Erkki Oja, Ehsan Amid, Kalle J. Palomäki, Annamaria Mesaros, Mikko Kurimo
2013	—	`conf`	Query-by-example retrieval of sound events using an integrated similarity measure of content and label. WIAMIS Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki
2013	—	`conf`	Singing voice identification and lyrics transcription for music information retrieval invited paper. SpeD Annamaria Mesaros
2013	—	`conf`	Sound event detection using non-negative dictionaries learned from annotated overlapping events. WASPAA Onur Dikmen, Annamaria Mesaros
2013	Misc	`conf`	Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj
2012	—	`—`	Singing Voice Recognition for Music Information Retrieval. Annamaria Mesaros
2011	—	`conf`	Latent semantic analysis in sound event detection. EUSIPCO Annamaria Mesaros, Toni Heittola, Anssi Klapuri
2010	—	`conf`	Acoustic event detection in real life recordings. EUSIPCO Annamaria Mesaros, Toni Heittola, Antti J. Eronen, Tuomas Virtanen
2010	—	`conf`	Audio context recognition using audio event histograms. EUSIPCO Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
2010	J	`jnl`	Automatic Recognition of Lyrics in Singing. EURASIP J. Audio Speech Music. Process. Annamaria Mesaros, Tuomas Virtanen
2010	Misc	`conf`	Recognition of phonemes and words in singing. ICASSP Annamaria Mesaros, Tuomas Virtanen
2009	—	`conf`	Adaptation of a speech recognizer for singing voice. EUSIPCO Annamaria Mesaros, Tuomas Virtanen
2008	—	`conf`	Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music. SAPA@INTERSPEECH Tuomas Virtanen, Annamaria Mesaros, Matti Ryynänen
2007	—	`conf`	Singer Identification in Polyphonic Music Using Vocal Separation and Pattern Recognition Methods. ISMIR Annamaria Mesaros, Tuomas Virtanen, Anssi Klapuri
2005	—	`conf`	The Mel-Frequency Cepstral Coefficients in the Context of Singer Identification. ISMIR Annamaria Mesaros, Jaakko Astola