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2020 – today
- 2024
[c43]Manu Harju, Irene Martín-Morató, Toni Heittola, Annamaria Mesaros:
Sound Event Detection with Soft Labels: A New Perspective on Evaluation. EUSIPCO 2024: 66-70- [c42]Sinisa Suzic, Irene Martín-Morató, Nikola Simic, Charitha Raghavaraju, Toni Heittola, Vuk Stanojev, Dragana Bajovic:
UNS Exterior Spatial Sound Events Dataset for Urban Monitoring. EUSIPCO 2024: 176-180 - [c41]Shanshan Wang, Soumya Tripathy, Toni Heittola, Annamaria Mesaros:
Positive and Negative Sampling Strategies for Self-Supervised Learning on Audio-Video Data. ICASSP Workshops 2024: 545-549 - [c40]Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen:
Multi-Label Zero-Shot Audio Classification with Temporal Attention. IWAENC 2024: 250-254 - [i12]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 abs/2405.10018 (2024) - [i11]Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen:
Multi-label Zero-Shot Audio Classification with Temporal Attention. CoRR abs/2409.00408 (2024) - [i10]Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley:
A decade of DCASE: Achievements, practices, evaluations and future challenges. CoRR abs/2410.04951 (2024) - 2022
- [c39]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 - [c38]Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen:
Zero-Shot Audio Classification using Image Embeddings. EUSIPCO 2022: 1-5 - [i9]Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen:
Zero-Shot Audio Classification using Image Embeddings. CoRR abs/2206.04984 (2022) - 2021
- [j9]Annamaria Mesaros
, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley:
Sound Event Detection: A tutorial. IEEE Signal Process. Mag. 38(5): 67-83 (2021) - [j8]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: 684-698 (2021) - [c37]Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge Submissions. DCASE 2021: 45-49 - [c36]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: 85-89 - [c35]Shanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis. ICASSP 2021: 626-630 - [i8]Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen:
Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions. CoRR abs/2105.13675 (2021) - 2020
- [j7]Shuyang Zhao, Toni Heittola, Tuomas Virtanen:
Active Learning for Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2895-2905 (2020) - [c34]Toni Heittola, Annamaria Mesaros, Tuomas Virtanen:
Acoustic Scene Classification in DCASE 2020 Challenge: Generalization Across Devices and Low Complexity Solutions. DCASE 2020: 56-60 - [i7]Shuyang Zhao, Toni Heittola, Tuomas Virtanen:
Active Learning for Sound Event Detection. CoRR abs/2002.05033 (2020) - [i6]Archontis Politis, Annamaria Mesaros, Sharath Adavanne, Toni Heittola, Tuomas Virtanen:
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019. CoRR abs/2009.02792 (2020)
2010 – 2019
- 2019
- [j6]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): 992-1006 (2019) - [c33]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups. DCASE 2019: 164-168 - [c32]M. N. Istiaq Ahsan, Csaba Kertész, Annamaria Mesaros, Toni Heittola, Andrew Knight, Tuomas Virtanen:
Audio-Based Epileptic Seizure Detection. EUSIPCO 2019: 1-5 - [c31]Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri:
Sound Event Envelope Estimation in Polyphonic Mixtures. ICASSP 2019: 935-939 - [c30]Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen:
City Classification from Multiple Real-World Sound Scenes. WASPAA 2019: 11-15 - [c29]Annamaria Mesaros, Sharath Adavanne, Archontis Politis, Toni Heittola, Tuomas Virtanen:
Joint Measurement of Localization and Detection of Sound Events. WASPAA 2019: 333-337 - [d2]Sharath Adavanne, Archontis Politis, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
Sound event localization and detection (SELDnet) results. Zenodo, 2019
- [i5]Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen:
City classification from multiple real-world sound scenes. CoRR abs/1905.00979 (2019) - 2018
- [j5]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): 379-393 (2018) - [c28]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
A multi-device dataset for urban acoustic scene classification. DCASE 2018: 9-13 - [c27]Shuyang Zhao, Toni Heittola, Tuomas Virtanen:
An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification. IWAENC 2018: 116-120 - [c26]Guangpu Huang, Toni Heittola, Tuomas Virtanen:
Using Sequential Information in Polyphonic Sound Event Detection. IWAENC 2018: 291-295 - [c25]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries. IWAENC 2018: 411-415 - [c24]Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen:
Acoustic Scene Classification: a Competition Review. MLSP 2018: 1-6 - [i4]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
A multi-device dataset for urban acoustic scene classification. CoRR abs/1807.09840 (2018) - [i3]Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen:
Acoustic Scene Classification: A Competition Review. CoRR abs/1808.02357 (2018) - 2017
- [j4]Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen:
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1291-1303 (2017) - [c23]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: 85-92 - [c22]Shuyang Zhao, Toni Heittola, Tuomas Virtanen:
Active learning for sound event classification by clustering unlabeled data. ICASSP 2017: 751-755 - [c21]Shuyang Zhao, Toni Heittola, Tuomas Virtanen:
Learning vocal mode classifiers from heterogeneous data sources. WASPAA 2017: 16-20 - [c20]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study. WASPAA 2017: 319-323 - [e2]Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent, Emmanouil Benetos, Benjamin Elizalde:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017. 2017, ISBN 978-952-15-4042-4 [contents] - [d1]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Emmanouil Benetos, Mathieu Lagrange, Grégoire Lafay, Peter Foster, Mark D. Plumbley:
DCASE2016 Challenge Submissions Package. Zenodo, 2017 - [i2]Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen:
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CoRR abs/1702.06286 (2017) - [i1]Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen:
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. CoRR abs/1706.02293 (2017) - 2016
- [c19]Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen:
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. DCASE 2016: 6-10 - [c18]Annamaria Mesaros, Toni Heittola, Tuomas Virtanen:
TUT database for acoustic scene classification and sound event detection. EUSIPCO 2016: 1128-1132 - [e1]Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Mark D. Plumbley, Peter Foster, Emmanouil Benetos, Mathieu Lagrange:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2016, Budapest, Hungary, September 3, 2016. 2016, ISBN 978-952-15-3807-0 [contents] - 2015
- [c17]Aleksandr Diment, Emre Cakir, Toni Heittola, Tuomas Virtanen:
Automatic recognition of environmental sound events using all-pole group delay features. EUSIPCO 2015: 729-733 - [c16]Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen:
Multi-label vs. combined single-label sound event detection with deep neural networks. EUSIPCO 2015: 2551-2555 - [c15]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: 151-155 - [c14]Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen:
Polyphonic sound event detection using multi label deep neural networks. IJCNN 2015: 1-7 - 2014
- [j3]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: 9 (2014) - 2013
- [j2]Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen:
Context-dependent sound event detection. EURASIP J. Audio Speech Music. Process. 2013: 1 (2013) - [j1]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): 761-769 (2013) - [c13]Aleksandr Diment, Padmanabhan Rajan, Toni Heittola, Tuomas Virtanen:
Group Delay Function from All-Pole Models for Musical Instrument Recognition. CMMR 2013: 606-618 - [c12]Aleksandr Diment, Toni Heittola, Tuomas Virtanen:
Semi-supervised learning for musical instrument recognition. EUSIPCO 2013: 1-5 - [c11]Annamaria Mesaros, Toni Heittola, Kalle J. Palomäki:
Analysis of acoustic-semantic relationship for diversely annotated real-world audio data. ICASSP 2013: 813-817 - [c10]Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj:
Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP 2013: 8677-8681 - [c9]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: 1-4 - 2011
- [c8]Annamaria Mesaros, Toni Heittola, Anssi Klapuri:
Latent semantic analysis in sound event detection. EUSIPCO 2011: 1307-1311 - 2010
- [c7]Annamaria Mesaros, Toni Heittola, Antti J. Eronen, Tuomas Virtanen:
Acoustic event detection in real life recordings. EUSIPCO 2010: 1267-1271 - [c6]Toni Heittola, Annamaria Mesaros, Antti J. Eronen, Tuomas Virtanen:
Audio context recognition using audio event histograms. EUSIPCO 2010: 1272-1276 - [c5]Anssi Klapuri, Tuomas Virtanen, Toni Heittola:
Sound source separation in monaural music signals using excitation-filter model and em algorithm. ICASSP 2010: 5510-5513
2000 – 2009
- 2009
- [c4]Tuomas Virtanen, Toni Heittola:
Interpolating hidden Markov model and its application to automatic instrument recognition. ICASSP 2009: 49-52 - [c3]Toni Heittola, Anssi Klapuri, Tuomas Virtanen:
Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation. ISMIR 2009: 327-332 - 2007
- [c2]Toni Heittola, Anssi Klapuri:
TUT Acoustic Event Detection System 2007. CLEAR 2007: 364-370 - 2002
- [c1]Toni Heittola, Anssi Klapuri:
Locating Segments with Drums in Music Signals. ISMIR 2002
Coauthor Index
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last updated on 2024-12-01 01:15 CET by the dblp team
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