Toni Heittola - RankMe

69 papers B 1Misc 9Journal 22Unranked 34

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	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
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`	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`	Multi-Label Zero-Shot Audio Classification with Temporal Attention. IWAENC Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2024	J	`jnl`	Multi-label Zero-Shot Audio Classification with Temporal Attention. CoRR Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
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 with Soft Labels: A New Perspective on Evaluation. EUSIPCO Manu Harju, Irene Martín-Morató, Toni Heittola, Annamaria Mesaros
2024	—	`conf`	UNS Exterior Spatial Sound Events Dataset for Urban Monitoring. EUSIPCO Sinisa Suzic, Irene Martín-Morató, Nikola Simic, Charitha Raghavaraju, Toni Heittola, Vuk Stanojev, Dragana Bajovic
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	—	`conf`	Zero-Shot Audio Classification using Image Embeddings. EUSIPCO Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
2022	J	`jnl`	Zero-Shot Audio Classification using Image Embeddings. CoRR Duygu Dogan, Huang Xie, Toni Heittola, Tuomas Virtanen
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	—	`—`	Computational Audio Content Analysis in Everyday Environments. Toni Heittola
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	J	`jnl`	Sound Event Detection: A tutorial. IEEE Signal Process. Mag. Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
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`	Active Learning for Sound Event Detection. CoRR Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2020	J	`jnl`	Active Learning for Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. Shuyang Zhao, Toni Heittola, 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
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	J	`jnl`	Acoustic Scene Classification: A Competition Review. CoRR Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
2018	—	`conf`	Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries. IWAENC Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2018	—	`conf`	Acoustic Scene Classification: a Competition Review. MLSP Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
2018	—	`conf`	An Active Learning Method Using Clustering and Committee-Based Sample Selection for Sound Event Classification. IWAENC Shuyang Zhao, 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	—	`conf`	Using Sequential Information in Polyphonic Sound Event Detection. IWAENC Guangpu Huang, Toni Heittola, Tuomas Virtanen
2017	Misc	`conf`	Active learning for sound event classification by clustering unlabeled data. ICASSP Shuyang Zhao, Toni Heittola, Tuomas Virtanen
2017	—	`conf`	Assessment of human and machine performance in acoustic scene classification: Dcase 2016 case study. WASPAA Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2017	J	`jnl`	Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CoRR Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2017	J	`jnl`	Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. Emre Çakir, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, 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	—	`conf`	Learning vocal mode classifiers from heterogeneous data sources. WASPAA Shuyang Zhao, Toni Heittola, 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
2017	J	`jnl`	Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. CoRR Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen
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`	Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features. DCASE Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen
2016	—	`conf`	TUT database for acoustic scene classification and sound event detection. EUSIPCO Annamaria Mesaros, Toni Heittola, Tuomas Virtanen
2015	—	`conf`	Automatic recognition of environmental sound events using all-pole group delay features. EUSIPCO Aleksandr Diment, Emre Cakir, Toni Heittola, Tuomas Virtanen
2015	—	`conf`	Multi-label vs. combined single-label sound event detection with deep neural networks. EUSIPCO Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
2015	B	`conf`	Polyphonic sound event detection using multi label deep neural networks. IJCNN Emre Cakir, Toni Heittola, Heikki Huttunen, Tuomas Virtanen
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
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	—	`conf`	Group Delay Function from All-Pole Models for Musical Instrument Recognition. CMMR Aleksandr Diment, Padmanabhan Rajan, Toni Heittola, 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`	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`	Semi-supervised learning for musical instrument recognition. EUSIPCO Aleksandr Diment, Toni Heittola, Tuomas Virtanen
2013	Misc	`conf`	Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj
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	Misc	`conf`	Sound source separation in monaural music signals using excitation-filter model and em algorithm. ICASSP Anssi Klapuri, Tuomas Virtanen, Toni Heittola
2009	Misc	`conf`	Interpolating hidden Markov model and its application to automatic instrument recognition. ICASSP Tuomas Virtanen, Toni Heittola
2009	—	`conf`	Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation. ISMIR Toni Heittola, Anssi Klapuri, Tuomas Virtanen
2007	—	`conf`	TUT Acoustic Event Detection System 2007. CLEAR Toni Heittola, Anssi Klapuri
2002	—	`conf`	Locating Segments with Drums in Music Signals. ISMIR Toni Heittola, Anssi Klapuri