Annamaria Mesaros

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Topics

Incremental Learning

Scene Classification

Event Detection

Top Venues

Publications

Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Khaled Koutini, Gerhard Widmer
Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. CoRR (2024)
Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel
DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels. CoRR (2024)
Manjunath Mulimani, Annamaria Mesaros
Class-Incremental Learning for Multi-Label Audio Classification. CoRR (2024)
Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
Sound Event Detection and Localization with Distance Estimation. CoRR (2024)
Manjunath Mulimani, Annamaria Mesaros
Class-Incremental Learning for Multi-Label Audio Classification. ICASSP (2024)
Daniel Aleksander Krause, Guillermo García-Barrios, Archontis Politis, Annamaria Mesaros
Binaural Sound Source Distance Estimation and Localization for a Moving Listener. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR (2024)
Manjunath Mulimani, Annamaria Mesaros
Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations. CoRR (2024)
Irene Martín-Morató, Annamaria Mesaros
Strong Labeling of Sound Events Using Crowdsourced Weak Labels and Annotator Competence Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Shanshan Wang, Soumya Tripathy, Annamaria Mesaros
Self-Supervised Learning of Audio Representations using Angular Contrastive Loss. ICASSP (2023)
Manjunath Mulimani, Annamaria Mesaros
Incremental Learning of Acoustic Scenes and Sound Events. CoRR (2023)
Irene Martín-Morató, Manu Harju, Paul Ahokas, Annamaria Mesaros
Training sound event detection with soft labels from crowdsourced annotations. CoRR (2023)
Manu Harju, Annamaria Mesaros
Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall. CoRR (2023)
Irene Martín-Morató, Manu Harju, Paul Ahokas, Annamaria Mesaros
Training Sound Event Detection with Soft Labels from Crowdsourced Annotations. ICASSP (2023)
Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE (2022)
Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment. CoRR (2022)
Shanshan Wang, Soumya Tripathy, Annamaria Mesaros
Self-supervised learning of audio representations using angular contrastive loss. CoRR (2022)
Irene Martín-Morató, Manu Harju, Annamaria Mesaros
A Summarization Approach to Evaluating Audio Captioning. DCASE (2022)
Daniel Aleksander Krause, Annamaria Mesaros
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification. CoRR (2022)
Guillermo García-Barrios, Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros, Juana M. Gutiérrez-Arriola, Rubén Fraile
Binaural source localization using deep learning and head rotation information. EUSIPCO (2022)
Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Daniel Aleksander Krause, Annamaria Mesaros
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification. EUSIPCO (2022)
Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Irene Martín-Morató, Manu Harju, Annamaria Mesaros
Crowdsourcing Strong Labels for Sound Event Detection. WASPAA (2021)
Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio. CoRR (2021)
Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions. CoRR (2021)
Irene Martín-Morató, Annamaria Mesaros
Diversity and Bias in Audio Captioning Datasets. DCASE (2021)
Björn W. Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros, Konstantinos Drossos
Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence. ICMI (2021)
Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions. DCASE (2021)
Irene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems. DCASE (2021)
Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. ICASSP (2021)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
Sound Event Detection: A tutorial. IEEE Signal Process. Mag. 38 (5) (2021)
Daniel Aleksander Krause, Archontis Politis, Annamaria Mesaros
Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio. WASPAA (2021)
Irene Martín-Morató, Annamaria Mesaros
What is the ground truth? Reliability of multi-annotator data for audio tagging. EUSIPCO (2021)
Toni Heittola, Annamaria Mesaros, Tuomas Virtanen
Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions. DCASE (2020)
Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. CoRR (2020)
M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen
Audio-Based Epileptic Seizure Detection. EUSIPCO (2019)
Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen
Joint Measurement of Localization and Detection of Sound Events. WASPAA (2019)
Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
City Classification from Multiple Real-World Sound Scenes. WASPAA (2019)
Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen
City classification from multiple real-world sound scenes. CoRR (2019)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups. DCASE (2019)
Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri
Sound Event Envelope Estimation in Polyphonic Mixtures. ICASSP (2019)
Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 27 (6) (2019)
Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries. IWAENC (2018)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
A multi-device dataset for urban acoustic scene classification. CoRR (2018)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
A multi-device dataset for urban acoustic scene classification. DCASE (2018)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study. WASPAA (2017)
Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE (2017)
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
TUT database for acoustic scene classification and sound event detection. EUSIPCO (2016)
Daniele Battaglino, Annamaria Mesaros, Ludovick Lepauloux, Laurent Pilati, Nicholas W. D. Evans
Acoustic context recognition for mobile devices using a reduced complexity SVM. EUSIPCO (2015)
Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen
Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations. ICASSP (2015)
Ehsan Amid, Annamaria Mesaros, Kalle J. Palomäki, Jorma Laaksonen, Mikko Kurimo
Unsupervised feature extraction for multimedia event detection and ranking using audio content. ICASSP (2014)
Toni Heittola, Annamaria Mesaros, Dani Korpi, Antti J. Eronen, Tuomas Virtanen
Method for creating location-specific audio textures. EURASIP J. Audio Speech Music. Process. 2014 (2014)
Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj
Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP (2013)
Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki
Analysis of acoustic-semantic relationship for diversely annotated real-world audio data. ICASSP (2013)
Onur Dikmen, Annamaria Mesaros
Sound event detection using non-negative dictionaries learned from annotated overlapping events. WASPAA (2013)
Annamaria Mesaros
Singing voice identification and lyrics transcription for music information retrieval invited paper. SpeD (2013)
Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki
Query-by-example retrieval of sound events using an integrated similarity measure of content and label. WIAMIS (2013)
Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
Context-dependent sound event detection. EURASIP J. Audio Speech Music. Process. 2013 (2013)
Dani Korpi, Toni Heittola, Timo Partala, Antti J. Eronen, Annamaria Mesaros, Tuomas Virtanen
On the human ability to discriminate audio ambiances from similar locations of an urban environment. Pers. Ubiquitous Comput. 17 (4) (2013)
Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Erkki Oja, Ehsan Amid, Kalle J. Palomäki, Annamaria Mesaros, Mikko Kurimo
PicSOM Experiments in TRECVID 2013. TRECVID (2013)
Annamaria Mesaros, Toni Heittola, Anssi Klapuri
Latent semantic analysis in sound event detection. EUSIPCO (2011)
Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen
Audio context recognition using audio event histograms. EUSIPCO (2010)
Annamaria Mesaros, Tuomas Virtanen
Recognition of phonemes and words in singing. ICASSP (2010)
Annamaria Mesaros, Toni Heittola, Antti J. Eronen, Tuomas Virtanen
Acoustic event detection in real life recordings. EUSIPCO (2010)
Annamaria Mesaros, Tuomas Virtanen
Automatic Recognition of Lyrics in Singing. EURASIP J. Audio Speech Music. Process. 2010 (2010)
Annamaria Mesaros, Tuomas Virtanen
Adaptation of a speech recognizer for singing voice. EUSIPCO (2009)
Tuomas Virtanen, Annamaria Mesaros, Matti Ryynänen
Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music. SAPA@INTERSPEECH (2008)
Annamaria Mesaros, Tuomas Virtanen, Anssi Klapuri
Singer Identification in Polyphonic Music Using Vocal Separation and Pattern Recognition Methods. ISMIR (2007)
Annamaria Mesaros, Jaakko Astola
The Mel-Frequency Cepstral Coefficients in the Context of Singer Identification. ISMIR (2005)