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Viewing Publication 1 - 100 from 295

2022

Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Using Temporal Modulation Features on Gammatone Auditory FilterbankKai Li 0018, Quoc Huy Nguyen, Yasuji Ota, Masashi Unoki. dcase 2022: [doi]

Integrating Isolated Examples with Weakly-Supervised Sound Event Detection: A Direct ApproachMohammad Abdollahi, Romain Serizel, Alain Rakotomamonjy, Gilles Gasso. dcase 2022: [doi]

Impact of Temporal Resolution on Convolutional Recurrent Networks for Audio Tagging and Sound Event DetectionWim Boes, Hugo Van Hamme. dcase 2022: [doi]

Confidence Regularized Entropy for Polyphonic Sound Event DetectionWon-Gook Choi, Joon-Hyuk Chang. dcase 2022: [doi]

Ensemble of Multiple Anomalous Sound DetectorsYuFeng Deng, Anbai Jiang, Yuchen Duan, Jitao Ma, Xuchu Chen, Jia Liu, Pingyi Fan, Cheng Lu, Wei-Qiang Zhang. dcase 2022: [doi]

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Ggeneralization TaskKota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi. dcase 2022: [doi]

Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization TechniquesKota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi. dcase 2022: [doi]

Convolutional Neural Network for Audibility Assessment of Acoustic AlarmsFrançois Effa, Romain Serizel, Jean-Pierre Arz, Nicolas Grimault. dcase 2022: [doi]

Detection and Identification of Beehive Piping Audio SignalsDominique Fourer, Agnieszka Orlowska. dcase 2022: [doi]

Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation ChainsJinbo Hu, Yin Cao, Ming Wu 0005, Qiuqiang Kong, Feiran Yang, Mark D. Plumbley, Jun Yang 0004. dcase 2022: [doi]

CoLoC: Conditioned Localizer and Classifier for Sound Event Localization and DetectionSlawomir Kapka, Jakub Tkaczuk. dcase 2022: [doi]

Model Training that Prioritizes Rare Overlapped Labels for Polyphonic Sound Event DetectionRie Koga, Sawa Takamuku, Keisuke Imoto, Naotake Natori. dcase 2022: [doi]

Analyzing the Effect of Equal-Angle Spatial Discretization on Sound Event Localization and DetectionSaksham Singh Kushwaha, Irán R. Román, Juan Pablo Bello. dcase 2022: [doi]

Is my Automatic Audio Captioning System so Bad? SPIDEr-max: A Metric to Consider Several Caption CandidatesEtienne Labbé, Thomas Pellegrini, Julien Pinquier. dcase 2022: [doi]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, DCASE 2022, Nancy, France, November 3-4, 2022Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gaël Richard, Romain Serizel, Dan Stowell, editors, Tampere University, 2022. [doi]

Multi-Scale Architecture and Device-Aware Data-Random-Drop Based Fine-Tuning Method for Acoustic Scene ClassificationJoo Hyun Lee, Jeong Hwan Choi, Pil Moo Byun, Joon-Hyuk Chang. dcase 2022: [doi]

Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical NetworksRen Li, Jinhua Liang, Huy Phan. dcase 2022: [doi]

A Hybrid System of Sound Event Detection Transformer and Frame-Wise Model for DCASE 2022 Task 4Yiming Li, Zhifang Guo, Zhirong Ye, Xiangdong Wang, Hong Liu 0007, Yueliang Qian, Rui Tao, Long Yan, Kazushige Ouchi. dcase 2022: [doi]

Leveraging Label Hierachies for Few-Shot Everyday Sound RecognitionJinhua Liang, Huy Phan, Emmanouil Benetos. dcase 2022: [doi]

Segment-Level Metric Learning for Few-Shot Bioacoustic Event DetectionHaohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley. dcase 2022: [doi]

Explaining the Decision of Anomalous Sound DetectorsKimberly T. Mai, Toby Davies, Lewis D. Griffin, Emmanouil Benetos. dcase 2022: [doi]

A Device Classification-Aided Multi-Task Framework for Low-Complexity Acoustic Scene ClassificationRohith Mars, Rohan Kumar Das. dcase 2022: [doi]

Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical NetworksJohn Martinsson, Martin Willbo, Aleksis Pirinen, Olof Mogren, Maria Sandsten. dcase 2022: [doi]

A Summarization Approach to Evaluating Audio CaptioningIrene Martín-Morató, Manu Harju, Annamaria Mesaros. dcase 2022: [doi]

Low-Complexity Acoustic Scene Classification in DCASE 2022 ChallengeIrene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen. dcase 2022: [doi]

Quantity Over Quality? Investigating the Effects of Volume and Strength of Training Data in Marine BioacousticsAndrea Napoli, Paul R. White, Thomas Blumensath. dcase 2022: [doi]

DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised LearningIsmail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink. dcase 2022: [doi]

Few-Shot Bioacoustic Event Detection at the DCASE 2022 ChallengeInês Nolasco, Shubhr Singh, E. Vidaña-Villa, E. Grout, J. Morford, M. G. Emmerson, F. H. Jensen, Ivan Kiskin, H. Whitehead, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, Vincent Lostanlen, Veronica Morfi, Dan Stowell. dcase 2022: [doi]

Exploring Eco-Acoustic Data with K-Determinantal Point ProcessesMohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastian Ulloa. dcase 2022: [doi]

Polyphonic Sound Event Detection for Highly Dense Birdsong ScenesAlberto García Arroba Parrilla, Dan Stowell. dcase 2022: [doi]

Language-Based Audio Retrieval with Textual Embeddings of Tag NamesThomas Pellegrini. dcase 2022: [doi]

Latent and Adversarial Data Augmentations for Sound Event Detection and ClassificationDavid Perera, Slim Essid, Gaël Richard. dcase 2022: [doi]

STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound EventsArchontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause 0001, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen. dcase 2022: [doi]

Improving Natural-Language-Based Audio Retrieval with Transfer Learning and Audio & Text AugmentationsPaul Primus, Gerhard Widmer. dcase 2022: [doi]

Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline SystemFrancesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis. dcase 2022: [doi]

Sound Event Localization and Detection with Pre-Trained Audio Spectrogram Transformer and Multichannel Seperation NetworkRobin Scheibler, Tatsuya Komatsu, Yusuke Fujita, Michael Hentschel. dcase 2022: [doi]

Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene ClassificationFlorian Schmid, Shahed Masoudian, Khaled Koutini, Gerhard Widmer. dcase 2022: [doi]

Feature Selection Using Alternating Direction Method of Multiplier for Low-Complexity Acoustic Scene ClassificationLorenz P. Schmidt, Beran Kiliç, Nils Peters. dcase 2022: [doi]

Low-Complexity CNNs for Acoustic Scene ClassificationArshdeep Singh, Mark D. Plumbley. dcase 2022: [doi]

Improved Domain Generalization via Disentangled Multi-Task Learning in Unsupervised Anomalous Sound DetectionSatvik Venkatesh, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux. dcase 2022: [doi]

Detect What You Want: Target Sound DetectionHelin Wang, Dongchao Yang, Yuexian Zou, Fan Cui, Yujun Wang. dcase 2022: [doi]

Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio RetrievalBenno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra. dcase 2022: [doi]

Continual Learning for On-Ddevice Environmental Sound ClassificationYang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang. dcase 2022: [doi]

Language-Based Audio Retrieval Task in DCASE 2022 ChallengeHuang Xie, Samuel Lipping, Tuomas Virtanen. dcase 2022: [doi]

A Mixed Supervised Learning Framework For Target Sound DetectionDongchao Yang, Helin Wang, Wenwu Wang, Yuexian Zou. dcase 2022: [doi]

EDANSA-2019: The Ecoacoustic Dataset from Arctic North Slope AlaskaEnis Berk Çoban, Megan Perra, Dara Pir, Michael I. Mandel. dcase 2022: [doi]

2021

Continual Learning for Automated Audio Captioning Using the Learning without Forgetting ApproachJan Berg, Konstantinos Drossos. dcase 2021: 140-144 [doi]

A Lightweight Approach for Semi-Supervised Sound Event Detection with Unsupervised Data AugmentationXinyu Cai, Heinrich Dinkel. dcase 2021: 35-39 [doi]

A Contrastive Semi-Supervised Learning Framework For Anomaly Sound DetectionXinyu Cai, Heinrich Dinkel. dcase 2021: 31-34 [doi]

Improved Student Model Training for Acoustic Event Detection ModelsAnthea Cheung, Qingming Tang, Chieh-Chi Kao, Ming Sun 0007, Chao Wang 0018. dcase 2021: 181-185 [doi]

Multiple Feature Resolutions for Different Polyphonic Sound Detection Score Scenarios in DCASE 2021 Task 4Diego de Benito-Gorrón, Sergio Segovia, Daniel Ramos, Doroteo T. Toledano. dcase 2021: 65-69 [doi]

Self-Trained Audio Tagging and Sound Event Detection in Domestic EnvironmentsJanek Ebbers, Reinhold Haeb-Umbach. dcase 2021: 226-230 [doi]

Waveforms and Spectrograms: Enhancing Acoustic Scene Classification Using Multimodal Feature FusionDennis Fedorishin, Nishant Sankaran, Deen Dayal Mohan, Justas Birgiolas, Philip Schneider, Srirangaraj Setlur, Venu Govindaraju. dcase 2021: 216-220 [doi]

Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection Under Domain-Shift ConditionsAndres Fernandez, Mark D. Plumbley. dcase 2021: 165-169 [doi]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde, editors, 2021. [doi]

MONYC: Music of New York City DatasetMagdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello. dcase 2021: 191-195 [doi]

Automated Audio Captioning by Fine-Tuning BART with AudioSet TagsFélix Gontier, Romain Serizel, Christophe Cerisara. dcase 2021: 170-174 [doi]

Automated Audio Captioning with Weakly Supervised Pre-Training and Word Selection MethodsQichen Han, Weiqiang Yuan 0004, Dong Liu, Xiang Li, Zhen Yang. dcase 2021: 6-10 [doi]

ToyADMOS2: Another Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection under Domain Shift ConditionsNoboru Harada, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Masahiro Yasuda, Shoichiro Saito. dcase 2021: 1-5 [doi]

ARCA23K: An Audio Dataset for Investigating Open-Set Label NoiseTurab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang. dcase 2021: 201-205 [doi]

Detecting Presence Of Speech In Acoustic Data Obtained From BeehivesPascal Janetzky, Padraig Davidson, Michael Steininger, Anna Krause, Andreas Hotho. dcase 2021: 26-30 [doi]

Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted ConditionsYohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo. dcase 2021: 186-190 [doi]

Domain Generalization on Efficient Acoustic Scene Classification Using Residual NormalizationByeonggeun Kim, Seunghan Yang, Jangho Kim, Simyung Chang. dcase 2021: 21-25 [doi]

Transfer Learning followed by Transformer for Automated Audio CaptioningBaekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim. dcase 2021: 221-225 [doi]

An Ensemble Approach to Anomalous Sound Detection Based on Conformer-Based Autoencoder and Binary Classifier Incorporated with Metric LearningIbuki Kuroyanagi, Tomoki Hayashi, Yusuke Adachi, Takenori Yoshimura, Kazuya Takeda, Tomoki Toda. dcase 2021: 110-114 [doi]

CL4AC: A Contrastive Loss for Audio CaptioningXubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Tang, Mark D. Plumbley, Wenwu Wang. dcase 2021: 196-200 [doi]

Ensemble Of Complementary Anomaly Detectors Under Domain Shifted ConditionsJose A Lopez, Georg Stemmer, Paulo Lopez-Meyer, Pradyumna Singh, Juan A. del Hoyo Ontiveros, Héctor A. Cordourier. dcase 2021: 11-15 [doi]

Diversity and Bias in Audio Captioning DatasetsIrene Martín-Morató, Annamaria Mesaros. dcase 2021: 90-94 [doi]

Low-Complexity Acoustic Scene Classification for Multi-Device Audio: Analysis of DCASE 2021 Challenge SystemsIrene Martín-Morató, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen. dcase 2021: 85-89 [doi]

An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement LearningXinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang. dcase 2021: 206-210 [doi]

Audio Captioning TransformerXinhao Mei, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang. dcase 2021: 211-215 [doi]

Few-Shot Bioacoustic Event Detection: A New Task at the DCASE 2021 ChallengeVeronica Morfi, Inês Nolasco, Vincent Lostanlen, Shubhr Singh, Ariana Strandburg-Peshkin, Lisa F. Gill, Hanna Pamula, David Benvent, Dan Stowell. dcase 2021: 145-149 [doi]

Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene ClassificationJavier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello. dcase 2021: 16-20 [doi]

Leveraging State-of-the-art ASR Techniques to Audio CaptioningChaitanya Prasad Narisetty, Tomoki Hayashi, Ryunosuke Ishizaki, Shinji Watanabe 0001, Kazuya Takeda. dcase 2021: 160-164 [doi]

What Makes Sound Event Localization and Detection Difficult? Insights from Error AnalysisThi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen 0003, Douglas L. Jones, Woon-Seng Gan. dcase 2021: 120-124 [doi]

Acoustic Event Detection Using Speaker Recognition Techniques: Model Optimization and Explainable FeaturesMattson Ogg, Benjamin Skerritt-Davis. dcase 2021: 80-84 [doi]

A Multi-Modal Fusion Approach for Audio-Visual Scene Classification Enhanced by CLIP VariantsSoichiro Okazaki, Quan Kong, Tomoaki Yoshinaga. dcase 2021: 95-99 [doi]

Improving Sound Event Detection with Foreground-Background Classification and Domain AdaptationMichel Olvera. dcase 2021: 231-235 [doi]

Many-to-Many Audio Spectrogram Tansformer: Transformer for Sound Event Localization and DetectionSooyoung Park, Youngho Jeong, TaeJin Lee. dcase 2021: 105-109 [doi]

A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and DetectionArchontis Politis, Sharath Adavanne, Daniel Krause 0001, Antoine Deleforge, Prerak Srivastava, Tuomas Virtanen. dcase 2021: 125-129 [doi]

On the Effect of Coding Artifacts on Acoustic Scene ClassificationNagashree Rao, Nils G. Peters. dcase 2021: 135-139 [doi]

micarraylib: Software for Reproducible Aggregation, Standardization, and Signal Processing of Microphone Array DatasetsIrán R. Roman, Juan Pablo Bello. dcase 2021: 175-180 [doi]

The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event DetectionFrancesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell. dcase 2021: 115-119 [doi]

Active Learning for Sound Event Classification using Monte-Carlo Dropout and PANN EmbeddingsStepan Shishkin, Danilo Hollosi, Simon Doclo, Stefan Goetze. dcase 2021: 150-154 [doi]

Assessment of Self-Attention on Learned Features For Sound Event Localization and DetectionParthasaarathy Sudarsanam, Archontis Politis, Konstantinos Drossos. dcase 2021: 100-104 [doi]

Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated EvaluationsAndreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller. dcase 2021: 70-74 [doi]

Semi-supervised Sound Event Detection Using Multiscale Channel Attention and Multiple Consistency TrainingYih-Wen Wang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan. dcase 2021: 75-79 [doi]

Audio-Visual Scene Classification: Analysis of DCASE 2021 Challenge SubmissionsShanshan Wang, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen. dcase 2021: 45-49 [doi]

Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio CaptioningBenno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra. dcase 2021: 60-64 [doi]

Combining Multiple Distributions based on Sub-Cluster AdaCos for Anomalous Sound Detection under Domain Shifted ConditionsKevin Wilkinghoff. dcase 2021: 55-59 [doi]

Sound Event Localization and Detection Based on Adaptive Hybrid Convolution and Multi-scale Feature ExtractorSun Xinghao. dcase 2021: 130-134 [doi]

Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic InformationZhongjie Ye, Helin Wang, Dongchao Yang, Yuexian Zou. dcase 2021: 40-44 [doi]

Multi-Scale Network based on Split Attention for Semi-supervised Sound event detectionXiujuan Zhu, Sun Xinghao. dcase 2021: 155-159 [doi]

Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local PrototypesPablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra. dcase 2021: 50-54 [doi]

2020

Microphone Array Optimization for Autonomous-Vehicle Audio Localization Based on the Radon TransformOhad Barak, Nizar Sallem, Marc Fischer 0005. dcase 2020: 1-5 [doi]

ID-Conditioned Auto-Encoder for Unsupervised Anomaly DetectionSlawomir Kapka. dcase 2020: 71-75 [doi]

Embedded Acoustic Scene Classification for Low Power Microcontroller DevicesFilippo Naccari, Ivana Guarneri, Salvatore Curti, Alberto Amilcare Savi. dcase 2020: 105-109 [doi]

Lightweight Convolutional Neural Networks on Binaural Waveforms for Low Complexity Acoustic Scene ClassificationNicolas Pajusco, Richard Huang, Nicolas Farrugia. dcase 2020: 135-139 [doi]

Deep Autoencoding GMM-Based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-Parameter OptimizationHarsh Purohit, Ryo Tanabe, Takashi Endo, Kaori Suefusa, Yuki Nikaido, Yohei Kawaguchi. dcase 2020: 175-179 [doi]

Papafil: A Low Complexity Sound Event Localization and Detection Method with Parametric Particle Filtering and Gradient BoostingAndrés Pérez-López, Rafael Ibáñez-Usach. dcase 2020: 155-159 [doi]

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