Toni Heittola

IEEE ACM Trans. Audio Speech Lang. Process., 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: a Competition Review.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Using Sequential Information in Polyphonic Sound Event Detection.

[BibT_eX]

[DOI]

Guangpu Huang

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

A multi-device dataset for urban acoustic scene classification.

[BibT_eX]

[DOI]

Giambattista Parascandolo

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

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection.

[BibT_eX]

[DOI]

Emre Çakir

Heikki Huttunen

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

Learning vocal mode classifiers from heterogeneous data sources.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on 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]

Giambattista Parascandolo

Proceedings of the 24th European Signal Processing Conference, 2016

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

[BibT_eX]

[DOI]

Sharath Adavanne

Pasi Pertilä

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

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

[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

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

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

Semi-supervised learning for musical instrument recognition.

[BibT_eX]

[DOI]

Aleksandr Diment

Proceedings of the 21st European Signal Processing Conference, 2013

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

[BibT_eX]

[DOI]

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

2011

Latent semantic analysis in sound event detection.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

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

[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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2007

TUT Acoustic Event Detection System 2007.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2002

Locating Segments with Drums in Music Signals.

[BibT_eX]

[DOI]