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Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Collection's Items: 1 to 20 of 55

Issue DateTitleAuthor(s)
Oct-2019Acoustic Scene Classification Based on a Large-margin Factorized CNNCho, Janghoon; Yun, Sungrack; Park, Hyoungwoo; Eum, Jungyun; Hwang, Kyuwoong
Oct-2019Acoustic Scene Classification from Binaural Signals using Convolutional Neural NetworksMars, Rohith; Pratik, Pranay; Nagisetty, Srikanth; Lim, Chongsoon
Oct-2019Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch SetupsMesaros, Annamaria; Heittola, Toni; Virtanen, Tuomas
Oct-2019Acoustic Scene Classification Using Deep Learning-based Ensemble AveragingHuang, Jonathan; Lu, Hong; Lopez Meyer, Paulo; Cordourier, Hector; Del Hoyo Ontiveros, Juan
Oct-2019Audio Tagging using Linear Noise Modelling LayerSingh, Shubhr; Pankajakshan, Arjun; Benetos, Emmanouil
Oct-2019Audio Tagging with Noisy Labels and Minimal SupervisionFonseca, Eduardo; Plakal, Manoj; Font, Frederic; Ellis, Daniel P.W.; Serra, Xavier
Oct-2019Classifying Non-speech Vocals: Deep vs Signal Processing RepresentationsPishdadian, Fatemeh; Seetharaman, Prem; Kim, Bongjun; Pardo, Bryan
Oct-2019Convolutional Recurrent Neural Network and Data Augmentation for Audio Tagging with Noisy Labels and Minimal SupervisionEbbers, Janek; Häb-Umbach, Reinhold
Oct-2019Crowdsourcing a Dataset of Audio CaptionsLipping, Samuel; Drossos, Konstantinos; Virtanen, Tuomas
Oct-2019DCASE 2019 Task 2: Multitask Learning, Semi-supervised Learning and Model Ensemble with Noisy Data for Audio TaggingAkiyama, Osamu; Sato, Junya
Oct-2019Deep Multi-view Features from Raw Audio for Acoustic Scene ClassificationSingh, Arshdeep; Rajan, Padmanabhan; Bhavsar, Arnav
Oct-2019Distilling the Knowledge of Specialist Deep Neural Networks in Acoustic Scene ClassificationJung, Jee-weon; Heo, HeeSoo; Shim, Hye-jin; Yu, Ha-Jin
Oct-2019Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationPrimus, Paul; Eghbal-zadeh, Hamid; Eitelsebner, David; Koutini, Khaled; Arzt, Andreas; Widmer, Gerhard
Oct-2019First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival EstimationMazzon, Luca; Koizumi, Yuma; Yasuda, Masahiro; Harada, Noboru
Oct-2019GCC-PHAT Cross-Correlation Audio Features for Simultaneous Sound Event Localization and Detection (SELD) on Multiple RoomsCordourier, Hector; Lopez Meyer, Paulo; Huang, Jonathan; Del Hoyo Ontiveros, Juan; Lu, Hong
Oct-2019Guided Learning Convolution System for DCASE 2019 Task 4Lin, Liwei; Wang, Xiangdong; Liu, Hong; Qian, Yueliang
Oct-2019Hierarchical Detection of Sound Events and their Localization Using Convolutional Neural Networks with Adaptive ThresholdsChytas, Sotirios Panagiotis; Potamianos, Gerasimos
Oct-2019Hierarchical Sound Event ClassificationNichols, Eric; Tompkins, Daniel; Fan, Jianyu
Oct-2019HODGEPODGE: Sound Event Detection Based on Ensemble of Semi-Supervised Learning MethodsShi, Ziqiang; Liu, Liu; Lin, Huibin; Liu, Rujie; Shi, Anyan
Oct-2019A Hybrid Parametric-Deep Learning Approach for Sound Event Localization and DetectionPerez-Lopez, Andres; Fonseca, Eduardo; Serra, Xavier