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Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria
- T. Virtanen
- Computer ScienceIEEE Transactions on Audio, Speech, and Language…
- 1 March 2007
TLDR
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
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks
- Sharath Adavanne, A. Politis, Joonas Nikunen, T. Virtanen
- Computer ScienceIEEE Journal of Selected Topics in Signal…
- 30 June 2018
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…
Recurrent neural networks for polyphonic sound event detection in real life recordings
- Giambattista Parascandolo, H. Huttunen, T. Virtanen
- Computer ScienceIEEE International Conference on Acoustics…
- 20 March 2016
In this paper we present an approach to polyphonic sound event detection in real life recordings based on bi-directional long short term memory (BLSTM) recurrent neural networks (RNNs). A single…
A multi-device dataset for urban acoustic scene classification
- A. Mesaros, T. Heittola, T. Virtanen
- Computer ScienceDCASE
- 25 July 2018
TLDR
Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition
- J. Gemmeke, T. Virtanen, Antti Hurmalainen
- Computer ScienceIEEE Transactions on Audio, Speech, and Language…
- 1 September 2011
TLDR
Clotho: an Audio Captioning Dataset
- K. Drossos, Samuel Lipping, T. Virtanen
- Computer ScienceICASSP - IEEE International Conference on…
- 21 October 2019
TLDR
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