Toni Heittola

According to our database, Toni Heittola authored at least 48 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Zero-Shot Audio Classification using Image Embeddings.

Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen

Proceedings of the 30th European Signal Processing Conference, 2022

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge.

Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen

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.

Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen

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

Sound Event Detection: A tutorial.

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley

IEEE Signal Process. Mag., 2021

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

Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

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.

Irene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen

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

2020

Active Learning for Sound Event Detection.

Shuyang Zhao, Toni Heittola, Tuomas Virtanen

IEEE ACM Trans. Audio Speech Lang. Process., 2020

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

Toni Heittola, Annamaria Mesaros, Tuomas Virtanen

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

2019

Sound Event Detection in the DCASE 2017 Challenge.

Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen

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

Joint Measurement of Localization and Detection of Sound Events.

Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen

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

City Classification from Multiple Real-World Sound Scenes.

Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen

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

Sound Event Envelope Estimation in Polyphonic Mixtures.

Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri

Proceedings of the IEEE International Conference on Acoustics, 2019

Audio-Based Epileptic Seizure Detection.

M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen

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.

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

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.

Annamaria Mesaros, Toni Heittola, Emmanouil Benetos, Peter Foster, Mathieu Lagrange, Tuomas Virtanen, Mark D. Plumbley

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

Acoustic Scene Classification: a Competition Review.

Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification.

Shuyang Zhao, Toni Heittola, Tuomas Virtanen

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

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

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

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

Using Sequential Information in Polyphonic Sound Event Detection.

Guangpu Huang, Toni Heittola, Tuomas Virtanen

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

A multi-device dataset for urban acoustic scene classification.

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

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

2017

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection.

Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Learning vocal mode classifiers from heterogeneous data sources.

Shuyang Zhao, Toni Heittola, Tuomas Virtanen

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

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

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

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

Active learning for sound event classification by clustering unlabeled data.

Shuyang Zhao, Toni Heittola, Tuomas Virtanen

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System.

Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen

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.

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen

Proceedings of the 24th European Signal Processing Conference, 2016

Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features.

Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

2015

Polyphonic sound event detection using multi label deep neural networks.

Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

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

Annamaria Mesaros, Toni Heittola, Onur Dikmen, Tuomas Virtanen

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automatic recognition of environmental sound events using all-pole group delay features.

Aleksandr Diment, Emre Cakir, Toni Heittola, Tuomas Virtanen

Proceedings of the 23rd European Signal Processing Conference, 2015

Multi-label vs. combined single-label sound event detection with deep neural networks.

Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Method for creating location-specific audio textures.

Toni Heittola, Annamaria Mesaros, Dani Korpi, Antti J. Eronen, Tuomas Virtanen

EURASIP J. Audio Speech Music. Process., 2014

2013

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

Dani Korpi, Toni Heittola, Timo Partala, Antti J. Eronen, Annamaria Mesaros, Tuomas Virtanen

Pers. Ubiquitous Comput., 2013

Context-dependent sound event detection.

Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen

EURASIP J. Audio Speech Music. Process., 2013

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

Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki

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

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

Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki

Proceedings of the IEEE International Conference on Acoustics, 2013

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

Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj

Proceedings of the IEEE International Conference on Acoustics, 2013

Semi-supervised learning for musical instrument recognition.

Aleksandr Diment, Toni Heittola, Tuomas Virtanen

Proceedings of the 21st European Signal Processing Conference, 2013

Group Delay Function from All-Pole Models for Musical Instrument Recognition.

Aleksandr Diment, Padmanabhan Rajan, Toni Heittola, Tuomas Virtanen

Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

2011

Latent semantic analysis in sound event detection.

Annamaria Mesaros, Toni Heittola, Anssi Klapuri

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Sound source separation in monaural music signals using excitation-filter model and em algorithm.

Anssi Klapuri, Tuomas Virtanen, Toni Heittola

Proceedings of the IEEE International Conference on Acoustics, 2010

Acoustic event detection in real life recordings.

Annamaria Mesaros, Toni Heittola, Antti J. Eronen, Tuomas Virtanen

Proceedings of the 18th European Signal Processing Conference, 2010

Audio context recognition using audio event histograms.

Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation.

Toni Heittola, Anssi Klapuri, Tuomas Virtanen

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Interpolating hidden Markov model and its application to automatic instrument recognition.

Tuomas Virtanen, Toni Heittola

Proceedings of the IEEE International Conference on Acoustics, 2009

2007

TUT Acoustic Event Detection System 2007.

Toni Heittola, Anssi Klapuri

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2002

Locating Segments with Drums in Music Signals.

Toni Heittola, Anssi Klapuri

Proceedings of the ISMIR 2002, 2002