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DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System
- A. Mesaros, T. Heittola, T. Virtanen
- Computer Science, PhysicsDCASE
- 16 November 2017
TLDR
TUT database for acoustic scene classification and sound event detection
- A. Mesaros, T. Heittola, T. Virtanen
- Computer Science, Physics24th European Signal Processing Conference…
- 1 August 2016
TLDR
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
- Emre Çakir, Giambattista Parascandolo, T. Heittola, H. Huttunen, T. Virtanen
- Computer ScienceIEEE/ACM Transactions on Audio, Speech, and…
- 9 December 2015
TLDR
Metrics for Polyphonic Sound Event Detection
- A. Mesaros, T. Heittola, T. Virtanen
- Computer Science
- 25 May 2016
This paper presents and discusses various metrics proposed for evaluation of polyphonic sound event detection systems used in realistic situations where there are typically multiple sound sources…
A multi-device dataset for urban acoustic scene classification
- A. Mesaros, T. Heittola, T. Virtanen
- Computer ScienceDCASE
- 25 July 2018
TLDR
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge
- A. Mesaros, T. Heittola, Mark D. Plumbley
- Computer ScienceIEEE/ACM Transactions on Audio, Speech, and…
- 1 February 2018
TLDR
Polyphonic sound event detection using multi label deep neural networks
- Emre Çakir, T. Heittola, H. Huttunen, T. Virtanen
- Computer ScienceInternational Joint Conference on Neural Networks…
- 12 July 2015
TLDR
Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features
- Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, T. Heittola, T. Virtanen
- Computer Science, PhysicsDCASE
- 7 June 2017
TLDR
Acoustic event detection in real life recordings
- A. Mesaros, T. Heittola, A. Eronen, T. Virtanen
- Physics18th European Signal Processing Conference
- 1 August 2010
TLDR
Musical Instrument Recognition in Polyphonic Audio Using Source-Filter Model for Sound Separation
- T. Heittola, A. Klapuri, T. Virtanen
- Computer ScienceISMIR
- 2009
This paper proposes a novel approach to musical instrument recognition in polyphonic audio signals by using a source-filter model and an augmented non-negative matrix factorization algorithm for…
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