refs.bib

@IEEEtranBSTCTL{IEEEexample:BSTcontrol,
CTLuse_forced_etal       = "yes",
CTLmax_names_forced_etal = "3",
CTLnames_show_etal       = "1" }

% --------------------
% DCASE organizing papers

@book{DCASE2016workshop,
    title = "Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)",
    author = "Tuomas Virtanen and Annamaria Mesaros and Toni Heittola and Plumbley, {Mark D.} and Peter Foster and Emmanouil Benetos and Mathieu Lagrange",
    year = "2016",
    publisher = "Tampere University of Technology. Department of Signal Processing",
}

@inproceedings{DCASE2017challenge,
    title = "{DCASE} 2017 Challenge Setup: Tasks, Datasets and Baseline System",
    author = "Mesaros, A. and Heittola, T. and Diment, A. and Elizalde, B. and Shah, A. and Vincent, E. and Raj, B. and Virtanen, T.",
    booktitle = "Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017)",    
    year = "2017",
    address = "Munich"
}

@article{stowell2015,
  title={Detection and classification of acoustic scenes and events},
  author={Stowell, Dan and Giannoulis, Dimitrios and Benetos, Emmanouil and Lagrange, Mathieu and Plumbley, Mark D},
  journal={IEEE Transactions on Multimedia},
  volume={17},
  number={10},
  pages={1733--1746},
  year={2015},
  publisher={IEEE}
}

@inproceedings{mesaros2016,
    author = "Mesaros, Annamaria and Heittola, Toni and Virtanen, Tuomas",
    title = "{TUT} Database for Acoustic Scene Classification and Sound Event Detection",
    year = "2016",
    booktitle = "24th European Signal Processing Conference 2016 ({\mbox{EUSIPCO}} 2016)",
    address = "Budapest"
}

% --------------------
% DCASE 2013

@article{chum2013,
  title={{IEEE} {AASP} scene classification challenge using hidden {Markov} models and frame based classification},
  author={Chum, May and Habshush, Ariel and Rahman, Abrar and Sang, Christopher},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{elizalde2013,
  title={An i-vector based approach for audio scene detection},
  author={Elizalde, Benjamin and Lei, Howard and Friedland, Gerald and Peters, Nils},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{geiger2013,
  title={Recognising acoustic scenes with large-scale audio feature extraction and {SVM}},
  author={Geiger, J{\"u}rgen T and Schuller, Bj{\"o}rn and Rigoll, Gerhard},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{krijnders2013,
  title={A tone-fit feature representation for scene classification},
  author={Krijnders, Johannes D and ten Holt, GA},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{li2013,
  title={Auditory scene classification using machine learning techniques},
  author={Li, David and Tam, Jason and Toub, Derek},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{nam2013,
  title={Acoustic scene classification using sparse feature learning and selective max-pooling by event detection},
  author={Nam, Juhan and Hyung, Ziwon and Lee, Kyogu},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{nogueira2013,
  title={Sound scene identification based on {MFCC}, binaural features and a support vector machine classifier},
  author={Nogueira, Waldo and Roma, Gerard and Herrera, Perfecto},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{olivetti2013,
  title={The wonders of the normalized compression dissimilarity representation},
  author={Olivetti, E},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{patil2013,
  title={Multiresolution auditory representations for scene classification},
  author={Patil, Kailash and Elhilali, Mounya},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{roma2013,
  title={Recurrence quantification analysis features for auditory scene classification},
  author={Roma, Gerard and Nogueira, Waldo and Herrera, Perfecto and de Boronat, Roc},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2013}
}

@article{rakotomamonjy2015,
  title={Histogram of gradients of time-frequency representations for audio scene classification},
  author={Rakotomamonjy, Alain and Gasso, Gilles},
  journal={IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)},
  volume={23},
  number={1},
  pages={142--153},
  year={2015},
}

% --------------------
% DCASE 2016 challenge

@article{mun2016,
  title={Deep Neural Network Bottleneck Feature for Acoustic Scene Classification},
  author={Mun, Seongkyu and Park, Sangwook and Lee, Younglo and Ko, Hanseok},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{takahashi2016,
  title={Acoustic scene classification using deep neural network and frame-concatenated acoustic feature},
  author={Takahashi, Gen and Yamada, Takeshi and Makino, Shoji and Ono, Nobutaka},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{xu2016,
  title={Hierarchical learning for {DNN}-based acoustic scene classification},
  author={Xu, Yong and Huang, Qiang and Wang, Wenwu and Plumbley, Mark D},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{han2016,
  title={Convolutional neural network with multiple-width frequency-delta data augmentation for acoustic scene classification},
  author={Han, Yoonchang and Lee, Kyogu},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{lidy2016,
  title={{CQT}-based convolutional neural networks for audio scene classification and domestic audio tagging},
  author={Lidy, Thomas and Schindler, Alexander},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{phan2016,
  title={{CNN-LTE:} a Class of {1-X} Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition},
  author={Phan, Huy and Hertel, Lars and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{battaglino2016,
  title={Acoustic scene classification using convolutional neural networks},
  author={Battaglino, Daniele and Lepauloux, Ludovick and Evans, Nicholas and Mougins, France and Biot, France},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{cakir2016,
  title={Domestic audio tagging with convolutional neural networks},
  author={{\c{C}}akir, Emre and Heittola, Toni and Virtanen, Tuomas},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{eghbal2016,
  title={{CP-JKU} submissions for {DCASE-2016}: A hybrid approach using binaural i-vectors and deep convolutional neural networks},
  author={Eghbal-Zadeh, Hamid and Lehner, Bernhard and Dorfer, Matthias and Widmer, Gerhard},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{vu2016,
  title={Acoustic scene and event recognition using recurrent neural networks},
  author={Vu, Toan H and Wang, Jia-Ching},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{zoehrer2016,
  title={Gated recurrent networks applied to acoustic scene classification and acoustic event detection},
  author={Z{\"o}hrer, Matthias and Pernkopf, Franz},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{giannoulis2016,
  title={Improved dictionary selection and detection schemes in {sparse-CNMF-based} overlapping acoustic event detection},
  author={Giannoulis, Panagiotis and Potamianos, Gerasimos and Maragos, Petros and Katsamanis, Athanasios},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

@article{mafra2016,
  title={Acoustic scene classification: An evaluation of an extremely compact feature representation},
  author={Mafra, Gustavo and Duong, Ngoc and Ozerov, Alexey and P{\'e}rez, Patrick},
  journal={IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events},
  year={2016}
}

% --------------------
% DCASE 2016 workshop

@inproceedings{choi2016,
  title={{DNN}-based Sound Event Detection with Exemplar-based Approach for Noise Reduction},
  author={Choi, Inkyu and Kwon, Kisoo and Bae, Soo Hyun and Kim, Nam Soo},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

@inproceedings{valenti2016,
  title={{DCASE} 2016 acoustic scene classification using convolutional neural networks},
  author={Valenti, Michele and Diment, Aleksandr and Parascandolo, Giambattista and Squartini, Stefano and Virtanen, Tuomas},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

@inproceedings{bae2016,
  title={Acoustic scene classification using parallel combination of {LSTM} and {CNN}},
  author={Bae, Soo Hyun and Choi, Inkyu and Kim, Nam Soo},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

@inproceedings{hayashi2016,
  title={Bidirectional {LSTM-HMM} hybrid system for polyphonic sound event detection},
  author={Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and Le Roux, Jonathan and Takeda, Kazuya},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

@inproceedings{adavanne2016,
  title={Sound event detection in multichannel audio using spatial and harmonic features},
  author={Adavanne, Sharath and Parascandolo, Giambattista and Pertil{\"a}, Pasi and Heittola, Toni and Virtanen, Tuomas},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

@inproceedings{sobieraj2016,
  title={Coupled Sparse {NMF} vs. Random Forest Classification for Real Life Acoustic Event Detection},
  author={Sobieraj, Iwona and Plumbley, M},
  booktitle={Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016)},
  year={2016},
  address={Budapest}
}

% ------------
% Other

@article{salamon2017,
  title={Deep convolutional neural networks and data augmentation for environmental sound classification},
  author={Salamon, Justin and Bello, Juan Pablo},
  journal={IEEE Signal Processing Letters},
  volume={24},
  number={3},
  pages={279--283},
  year={2017},
  publisher={IEEE}
}

@inproceedings{he2015,
  title={Delving deep into rectifiers: Surpassing human-level performance on {ImageNet} classification},
  author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
  booktitle={IEEE International Conference on Computer Vision (ICCV 2015)},
  year={2015},
  address={Washington, DC}
}

@misc{librosa0.5.0,
  author       = {McFee, Brian and others},
  title        = {librosa 0.5.0},
  month        = feb,
  year         = 2017,
  doi          = {10.5281/zenodo.293021},
  url          = {https://doi.org/10.5281/zenodo.293021}
}