Toni Heittola

According to our database1, Toni Heittola authored at least 39 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019.
CoRR, 2020

Active Learning for Sound Event Detection.
CoRR, 2020

2019
Sound Event Detection in the DCASE 2017 Challenge.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Joint Measurement of Localization and Detection of Sound Events.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

City Classification from Multiple Real-World Sound Scenes.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Sound Event Envelope Estimation in Polyphonic Mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2019

Audio-Based Epileptic Seizure Detection.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

A multi-device dataset for urban acoustic scene classification.
CoRR, 2018

Acoustic Scene Classification: a Competition Review.
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.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Acoustic Scene Classification: An Overview of Dcase 2017 Challenge Entries.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Using Sequential Information in Polyphonic Sound Event Detection.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features.
CoRR, 2017

Learning vocal mode classifiers from heterogeneous data sources.
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.
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.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
TUT database for acoustic scene classification and sound event detection.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Polyphonic sound event detection using multi label deep neural networks.
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.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automatic recognition of environmental sound events using all-pole group delay features.
Proceedings of the 23rd European Signal Processing Conference, 2015

Multi-label vs. combined single-label sound event detection with deep neural networks.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Method for creating location-specific audio textures.
EURASIP J. Audio Speech Music. Process., 2014

2013
On the human ability to discriminate audio ambiances from similar locations of an urban environment.
Pers. Ubiquitous Comput., 2013

Context-dependent sound event detection.
EURASIP J. Audio Speech Music. Process., 2013

Query-by-example retrieval of sound events using an integrated similarity measure of content and label.
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.
Proceedings of the IEEE International Conference on Acoustics, 2013

Supervised model training for overlapping sound events based on unsupervised source separation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Semi-supervised learning for musical instrument recognition.
Proceedings of the 21st European Signal Processing Conference, 2013

Group Delay Function from All-Pole Models for Musical Instrument Recognition.
Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

2011
Latent semantic analysis in sound event detection.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Sound source separation in monaural music signals using excitation-filter model and em algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2010

Acoustic event detection in real life recordings.
Proceedings of the 18th European Signal Processing Conference, 2010

Audio context recognition using audio event histograms.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Interpolating hidden Markov model and its application to automatic instrument recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

2007
TUT Acoustic Event Detection System 2007.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2002
Locating Segments with Drums in Music Signals.
Proceedings of the ISMIR 2002, 2002


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