Annamaria Mesaros

Guillermo García-Barrios

Andreas Triantafyllopoulos

IEEE ACM Trans. Audio Speech Lang. Process., 2024

A decade of DCASE: Achievements, practices, evaluations and future challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Computer Audition: From Task-Specific Machine Learning to Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels.

[BibT_eX]

[DOI]

CoRR, 2024

Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Class-Incremental Learning for Multi-Label Audio Classification.

[BibT_eX]

[DOI]

Manjunath Mulimani

Proceedings of the IEEE International Conference on Acoustics, 2024

Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations.

[BibT_eX]

[DOI]

Manjunath Mulimani

Proceedings of the 32nd European Signal Processing Conference, 2024

Sound Event Detection with Soft Labels: A New Perspective on Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Sound Event Detection and Localization with Distance Estimation.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Strong Labeling of Sound Events Using Crowdsourced Weak Labels and Annotator Competence Estimation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall.

[BibT_eX]

[DOI]

Manu Harju

CoRR, 2023

Incremental Learning of Acoustic Scenes and Sound Events.

[BibT_eX]

[DOI]

Manjunath Mulimani

CoRR, 2023

Self-Supervised Learning of Audio Representations using Angular Contrastive Loss.

[BibT_eX]

[DOI]

Shanshan Wang

Soumya Tripathy

Proceedings of the IEEE International Conference on Acoustics, 2023

Training Sound Event Detection with Soft Labels from Crowdsourced Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2022

Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Binaural source localization using deep learning and head rotation information.

[BibT_eX]

[DOI]

Guillermo García-Barrios

Juana M. Gutiérrez-Arriola

Rubén Fraile

Proceedings of the 30th European Signal Processing Conference, 2022

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

A Summarization Approach to Evaluating Audio Captioning.

[BibT_eX]

[DOI]

Manu Harju

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Sound Event Detection: A tutorial.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2021

Crowdsourcing Strong Labels for Sound Event Detection.

[BibT_eX]

[DOI]

Manu Harju

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Towards Sonification in Multimodal and User-friendlyExplainable Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

What is the ground truth? Reliability of multi-annotator data for audio tagging.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

Diversity and Bias in Audio Captioning Datasets.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge Systems.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Sound event localization and detection (SELDnet) results.

[BibT_eX]

[DOI]

Dataset, July, 2019

Sound Event Detection in the DCASE 2017 Challenge.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Joint Measurement of Localization and Detection of Sound Events.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

City Classification from Multiple Real-World Sound Scenes.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Sound Event Envelope Estimation in Polyphonic Mixtures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Audio-Based Epileptic Seizure Detection.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

A multi-device dataset for urban acoustic scene classification.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017

DCASE2016 Challenge Submissions Package.

[BibT_eX]

[DOI]

Dataset, September, 2017

Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017

2016

TUT database for acoustic scene classification and sound event detection.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Sound event detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Acoustic context recognition for mobile devices using a reduced complexity SVM.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Method for creating location-specific audio textures.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2014

Unsupervised feature extraction for multimedia event detection and ranking using audio content.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

On the human ability to discriminate audio ambiances from similar locations of an urban environment.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2013

Context-dependent sound event detection.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2013

Query-by-example retrieval of sound events using an integrated similarity measure of content and label.

[BibT_eX]

[DOI]

Kalle J. Palomäki

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Sound event detection using non-negative dictionaries learned from annotated overlapping events.

[BibT_eX]

[DOI]

Onur Dikmen

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

PicSOM Experiments in TRECVID 2013.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Singing voice identification and lyrics transcription for music information retrieval invited paper.

[BibT_eX]

[DOI]

Proceedings of the 7th Conference on Speech Technology and Human-Computer Dialogue, 2013

Analysis of acoustic-semantic relationship for diversely annotated real-world audio data.

[BibT_eX]

[DOI]

Kalle J. Palomäki

Proceedings of the IEEE International Conference on Acoustics, 2013

Supervised model training for overlapping sound events based on unsupervised source separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

Latent semantic analysis in sound event detection.

[BibT_eX]

[DOI]

Anssi Klapuri

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Automatic Recognition of Lyrics in Singing.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2010

Recognition of phonemes and words in singing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Acoustic event detection in real life recordings.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

Audio context recognition using audio event histograms.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Adaptation of a speech recognizer for singing voice.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music.

[BibT_eX]

[DOI]

Matti Ryynänen

Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2008

2007

Singer Identification in Polyphonic Music Using Vocal Separation and Pattern Recognition Methods.

[BibT_eX]

[DOI]

Anssi Klapuri

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

2005

The Mel-Frequency Cepstral Coefficients in the Context of Singer Identification.

[BibT_eX]

[DOI]