Sound Event Detection: A tutorial

Authors: Mesaros, A., Heittola, T., Virtanen, T., Plumbley, M.

Source: IEEE Signal Processing Magazine IEEE Signal Process. Mag. Signal Processing Magazine, IEEE. 38(5):67-83 Sep, 2021

Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019

Authors: Politis, A., Mesaros, A., Adavanne, S., Heittola, T., Virtanen, T.

Source: IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 29:684-698 2021

Active Learning for Sound Event Detection

Authors: Shuyang, Z., Heittola, T., Virtanen, T.

Source: IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 28:2895-2905 2020

Sound Event Detection in the DCASE 2017 Challenge

Authors: Mesaros, A., Diment, A., Elizalde, B., Heittola, T., Vincent, E., Raj, B., Virtanen, T.

Source: IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 27(6):992-1006 Jun, 2019

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Authors: Cakir, E., Parascandolo, G., Heittola, T., Huttunen, H., Virtanen, T.

Source: IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 25(6):1291-1303 Jun, 2017

Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

Authors: Mesaros, A., Heittola, T., Benetos, E., Foster, P., Lagrange, M., Virtanen, T., Plumbley, M.D.

Source: IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 26(2):379-393 Feb, 2018

Group Delay Function from All-Pole Models for Musical Instrument Recognition
Computer music modeling and retrieval; Sound, music, and motion: 10th international symposium, CMMR 2013, Marseille, France, October 15-18, 2013 : revised selected papers

Authors: Diment, A., Rajan, P., Heittola, T., Virtanen, T.

Source: LECTURE NOTES IN COMPUTER SCIENCE. (8905):606-618

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN088745216&indx=1&recIds=ETOCCN088745216

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Authors: Çakr, E., Parascandolo, G., Heittola, T., Huttunen, H., Virtanen, T.

Source: IEEE/ACM transactions on audio, speech, and language processing. 25(6):1291-1303

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN612045209&indx=1&recIds=ETOCRN612045209

TUT Acoustic Event Detection System 2007
International evaluation workshop on classification of events, activities and relationships: International Evaluation Workshops CLEAR 2007 and RT 2007; Multimodal technologies for perception of humans

Authors: Heittola, T., Klapuri, A.

Source: LECTURE NOTES IN COMPUTER SCIENCE. (4625):364-372

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN069326285&indx=1&recIds=ETOCCN069326285

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

Authors: Korpi, D., Heittola, T., Partala, T., Eronen, A., Mesaros, A., Virtanen, T.

Source: PERSONAL AND UBIQUITOUS COMPUTING. 17(4):761-769

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN329418416&indx=1&recIds=ETOCRN329418416

Dual Specificity Phosphatase 1 Regulates Human Inducible Nitric Oxide Synthase Expression by p38 MAP Kinase

Authors: Turpeinen, T., Nieminen, R., Taimi, V., Heittola, T., Sareila, O., Clark, A.R., Moilanen, E., Korhonen, R.

Source: MEDIATORS OF INFLAMMATION. (1):127587-127587

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN304090179&indx=1&recIds=ETOCRN304090179

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

Authors: Klapuri, A., Virtanen, T., Heittola, T.

Source: 2010 IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP); 2010, p5510-5513, 4p

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

Authors: Virtanen, T., Heittola, T.

Source: 2009 IEEE International Conference on Acoustics, Speech & Signal Processing; 2009, p49-52, 4p