Papers

What follows is a list of 267 papers that mention Freesound or use Freesound data for research. This list is created automatically by finding articles that cite one of the main Freesound reference papers. Some entries have also been added manually. Papers are sorted by year of publication and alphabetically by first author surname.

If you have a paper which should be on the list and is not, please send us an email at freesound@freesound.org.

2021 (9)

Abdulaziz Saleh Ba Wazir, H. A. Karim, Mohd Haris Lye Abdullah, Nouar AlDahoul, Sarina Mansor, M. F. A. Fauzi, John See, Ahmad Syazwan Naim. Design And Implementation Of Fast Spoken Foul Language Recognition With Different End-To-End Deep Neural Network Architectures. Sensors (2021).
Archiki Prasad, P. Jyothi, R. Velmurugan. An Investigation Of End-To-End Models For Robust Speech Recognition. ArXiv (2021).
D. Arteaga, J. Pons. Multichannel-Based Learning For Audio Object Extraction. ArXiv (2021).
Francesc Lluís, V. Chatziioannou, A. Hofmann. Music Source Separation Conditioned On 3D Point Clouds. ArXiv (2021).
Léo Cances, E. Labbé, T. Pellegrini. Improving Deep-Learning-Based Semi-Supervised Audio Tagging With Mixup. ArXiv (2021).
Motohiro Sunouchi, Masaharu Yoshioka. Diversity-Robust Acoustic Feature Signatures Based On Multiscale Fractal Dimension For Similarity Search Of Environmental Sounds. ArXiv (2021).
N. Siminski, S. Böhme, M. Herrmann. Bnst And Amygdala Activation To Threat: Effects Of Temporal Predictability And Threat Mode. Behavioural Brain Research (2021).
W. Kleijn, Andrew Storus, M. Chinen, T. Denton, Felicia S. C. Lim, Alejandro Luebs, J. Skoglund, Hengchin Yeh. Generative Speech Coding With Predictive Variance Regularization. ArXiv (2021).
Ziqiang Shi, Liu Liu, Huibin Lin, R. Liu. Hodge And Podge: Hybrid Supervised Sound Event Detection With Multi-Hot Mixmatch And Composition Consistence Training. 2020 28th European Signal Processing Conference (EUSIPCO) (2021).

2020 (79)

Abdulaziz Saleh Ba Wazir, H. A. Karim, Mohd Haris Lye Abdullah, Sarina Mansor, Nouar AlDahoul, M. Fauzi, John See. Spectrogram-Based Classification Of Spoken Foul Language Using Deep Cnn. 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) (2020).
Alessandro Ragano, Emmanouil Benetos, A. Hines. Audio Impairment Recognition Using A Correlation-Based Feature Representation. 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX) (2020).
Ambika P. Mishra, N. S. Harper, Jan W. H. Schnupp. Exploring The Distribution Of Statistical Feature Parameters For Natural Sound Textures (2020).
Andreas Hüwel, K. Adiloglu, Jörg-Hendrik Bach. Hearing Aid Research Data Set For Acoustic Environment Recognition. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Andrey Guzhov, Federico Raue, J. Hees, Andreas Dengel. Esresnet: Environmental Sound Classification Based On Visual Domain Models. ArXiv (2020).
Ant'onio Ramires, F. Font, D. Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, B. Chen, Yueh-Kao Wu, Hsu Wei-Han, X. Serra. The Freesound Loop Dataset And Annotation Tool. ArXiv (2020).
Ant'onio Ramires, Gilberto Bernardes, M. Davies, X. Serra. Tiv.Lib: An Open-Source Library For The Tonal Description Of Musical Audio. ArXiv (2020).
Ant'onio Ramires, Pritish Chandna, Xavier Favory, E. Gómez, X. Serra. Neural Percussive Synthesis Parameterised By High-Level Timbral Features. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Beat Gfeller, Dominik Roblek, M. Tagliasacchi. One-Shot Conditional Audio Filtering Of Arbitrary Sounds. (2020).
Bowei Hou, Kacper Radzikowski, A. Farid. Fine-Tuning Using Grid Search & Gradient Visualization Technical Report (2020).
C. Asplund, Takashi Obana, P. Bhatnagar, Xun Quan Koh, Simon T. Perrault. It’S All In The Timing. ACM Trans. Comput. Hum. Interact. (2020).
Charles Bales, C. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, A. Imran. Can Machine Learning Be Used To Recognize And Diagnose Coughs?. 2020 International Conference on e-Health and Bioengineering (EHB) (2020).
D. Elliott, Evan Martino, C. Otero, Anthony O. Smith, A. Peter, Benjamin Luchterhand, Eric Lam, S. Leung. Cyber-Physical Analytics: Environmental Sound Classification At The Edge. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT) (2020).
D. Liang, Wenting Song, E. Thomaz. Characterizing The Effect Of Audio Degradation On Privacy Perception And Inference Performance In Audio-Based Human Activity Recognition. MobileHCI (2020).
Daiki Takeuchi, Y. Koizumi, Y. Ohishi, N. Harada, Kunio Kashino. Effects Of Word-Frequency Based Pre- And Post- Processings For Audio Captioning. ArXiv (2020).
Danula Hettiachchi, Zhanna Sarsenbayeva, F. Allison, N. V. Berkel, Tilman Dingler, Gabriele Marini, V. Kostakos, J. Gonçalves. 'Hi! I Am The Crowd Tasker' Crowdsourcing Through Digital Voice Assistants. CHI (2020).
Dhruv Jain, Hung Q. Ngo, P. Patel, Steven Goodman, Leah Findlater, Jon Froehlich. Soundwatch: Exploring Smartwatch-Based Deep Learning Approaches To Support Sound Awareness For Deaf And Hard Of Hearing Users. ASSETS (2020).
Dhruv Jain, Kelly Mack, Akli Amrous, Matt Wright, S. Goodman, Leah Findlater, Jon Froehlich. Homesound: An Iterative Field Deployment Of An In-Home Sound Awareness System For Deaf Or Hard Of Hearing Users. CHI (2020).
E. Fonseca, Diego Ortego, K. McGuinness, N. O'Connor, X. Serra. Unsupervised Contrastive Learning Of Sound Event Representations. ArXiv (2020).
E. Fonseca, Shawn Hershey, M. Plakal, D. Ellis, A. Jansen, R. C. Moore. Addressing Missing Labels In Large-Scale Sound Event Recognition Using A Teacher-Student Framework With Loss Masking. IEEE Signal Processing Letters (2020).
E. Fonseca, Xavier Favory, J. Pons, F. Font, X. Serra. Fsd50K: An Open Dataset Of Human-Labeled Sound Events. ArXiv (2020).
Etienne Richan, Jean Rouat. A Proposal And Evaluation Of New Timbre Visualization Methods For Audio Sample Browsers. Personal and Ubiquitous Computing (2020).
Fei Jia, Somshubra Majumdar, B. Ginsburg. Marblenet: Deep 1D Time-Channel Separable Convolutional Neural Network For Voice Activity Detection. ArXiv (2020).
Felicia Lim, W. Kleijn, M. Chinen, J. Skoglund. Robust Low Rate Speech Coding Based On Cloned Networks And Wavenet. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Francisco Bernardo. Interactive Machine Learning For User-Innovation Toolkits : An Action Design Research Approach (2020).
G. Lavrentyeva, M. Volkova, A. Avdeeva, S. Novoselov, Artem Gorlanov, Tseren Andzhukaev, A. Ivanov, A. Kozlov. Blind Speech Signal Quality Estimation For Speaker Verification Systems. INTERSPEECH (2020).
Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters. Creating Dali, A Large Dataset Of Synchronized Audio, Lyrics, And Notes. Trans. Int. Soc. Music. Inf. Retr. (2020).
H. Xie, T. Virtanen. Zero-Shot Audio Classification Via Semantic Embeddings. (2020).
Hitham Jleed, M. Bouchard. Open Set Audio Recognition For Multi-Class Classification With Rejection. IEEE Access (2020).
Honglie Chen, Weidi Xie, A. Vedaldi, Andrew Zisserman. Vggsound: A Large-Scale Audio-Visual Dataset. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Hyeong-Seok Choi, Hye-Seong Heo, J. H. Lee, K. Lee. Phase-Aware Single-Stage Speech Denoising And Dereverberation With U-Net. ArXiv (2020).
Ivo Trowitzsch. Robust Sound Event Detection In Binaural Computational Auditory Scene Analysis (2020).
J. Balam, Jocelyn Huang, V. Lavrukhin, Slyne Deng, Somshubra Majumdar, B. Ginsburg. Improving Noise Robustness Of An End-To-End Neural Model For Automatic Speech Recognition (2020).
Jae-Bin Kim, Seongkyu Mun, Myungwoo Oh, Soyeon Choe, Yong-Hyeok Lee, Hyung-Min Park. Overcoming Label Noise In Audio Event Detection Using Sequential Labeling. ArXiv (2020).
Jin Sean Lim. Ensemble Learning Of High Dimension Datasets (2020).
Jinta Zheng, Shih-Hsuan Hung, Kyle Hiebel, Y. Zhang. Real-Time Rendering Of Decorative Sound Textures For Soundscapes. ACM Trans. Graph. (2020).
Joann Ching, Ant'onio Ramires, Y. Yang. Instrument Role Classification: Auto-Tagging For Loop Based Music (2020).
Joseph P. Turian, M. Henry. I'M Sorry For Your Loss: Spectrally-Based Audio Distances Are Bad At Pitch. ArXiv (2020).
K. He, Yu-Han Shen, W. Zhang, J. Liu. Staged Training Strategy And Multi-Activation For Audio Tagging With Noisy And Sparse Multi-Label Data. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
K. Miyazaki, Tatsuya Komatsu, T. Hayashi, Shinji Watanabe, T. Toda, K. Takeda. Weakly-Supervised Sound Event Detection With Self-Attention. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
K. Prinz, A. Flexer. End-To-End Adversarial White Box Attacks On Music Instrument Classification. ArXiv (2020).
K. Prinz, A. Flexer, G. Widmer. The Impact Of Label Noise On A Music Tagger. ArXiv (2020).
Konstantinos Drossos, Samuel Lipping, T. Virtanen. Clotho: An Audio Captioning Dataset. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
L. Delphin-Poulat, R. Nicol, Cyril Plapous, Katell Peron. Comparative Assessment Of Data Augmentation For Semi-Supervised Polyphonic Sound Event Detection. 2020 27th Conference of Open Innovations Association (FRUCT) (2020).
L. Gao, Kele Xu, H. Wang, Yu-xing Peng. Multi-Representation Knowledge Distillation For Audio Classification. ArXiv (2020).
L. Turchet, G. Fazekas, M. Lagrange, H. S. Ghadikolaei, C. Fischione. The Internet Of Audio Things: State Of The Art, Vision, And Challenges. IEEE Internet of Things Journal (2020).
L. Turchet, Jhonny Hueller. Promoting Awareness On Sustainable Behavior Through An Ar-Based Art Gallery. AVR (2020).
L. Wijayasingha, J. Stankovic. Robustness To Noise For Speech Emotion Classification Using Cnns And Attention Mechanisms (2020).
L. Zhang, Ziqiang Shi, Jiqing Han. Pyramidal Temporal Pooling With Discriminative Mapping For Audio Classification. IEEE/ACM Transactions on Audio, Speech, and Language Processing (2020).
Lu Cao, Yu-long Chen, Dandan Huang, Y. Zhang. Investigating Rich Feature Sources For Conceptual Representation Encoding. COGALEX (2020).
Luca Turchet, Alex Zanetti. Voice-Based Interface For Accessible Soundscape Composition: Composing Soundscapes By Vocally Querying Online Sounds Repositories. Audio Mostly Conference (2020).
Luca Turchet, J. Pauwels, C. Fischione, György Fazekas. Cloud-Smart Musical Instrument Interactions. ACM Trans. Internet Things (2020).
M. Tagliasacchi, Y. Li, Karolis Misiunas, Dominik Roblek. Seanet: A Multi-Modal Speech Enhancement Network. INTERSPEECH (2020).
Michael Wand, Jiirgen Schmidhuber. Fusion Architectures For Word-Based Audiovisual Speech Recognition. INTERSPEECH (2020).
Nicolas Furnon, Romain Serizel, I. Illina, S. Essid. Dnn-Based Mask Estimation For Distributed Speech Enhancement In Spatially Unconstrained Microphone Arrays (2020).
Nicolas Turpault, Romain Serizel. Training Sound Event Detection On A Heterogeneous Dataset. ArXiv (2020).
Nicolas Turpault, Romain Serizel, E. Vincent. Limitations Of Weak Labels For Embedding And Tagging. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Nicolas Turpault, Romain Serizel, Scott T. Wisdom, H. Erdogan, J. Hershey, E. Fonseca, P. Seetharaman, Justin Salamon. Sound Event Detection And Separation: A Benchmark On Desed Synthetic Soundscapes. ArXiv (2020).
Nicolas Turpault, S. Wisdom, H. Erdogan, J. Hershey, Romain Serizel, E. Fonseca, P. Seetharaman, Justin Salamon. Improving Sound Event Detection In Domestic Environments Using Sound Separation. ArXiv (2020).
R. Guo, Y. Yang, Johnson Kuang, X. Bin, Dhruv Jain, Steven Goodman, Leah Findlater, Jon Froehlich. Holosound: Combining Speech And Sound Identification For Deaf Or Hard Of Hearing Users On A Head-Mounted Display. ASSETS (2020).
Romain Serizel, Nicolas Turpault, Ankit Shah, Justin Salamon. Sound Event Detection In Synthetic Domestic Environments. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
S. Barbosa, P. Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, K. Sivalingam, D. Slezak, T. Washio, Xiaokang Yang, J. Yuan, R. Prates, S. Bernardi, V. Vittorini, Francesco Flammini, R. Nardone, S. Marrone, R. Adler, Daniel Schneider, P. Schleiss, Nicola Nostro, R. Olsen, Amleto Di Salle, P. Masci. Dependable Computing - Edcc 2020 Workshops: Ai4Rails, Dreams, Dsogri, Serene 2020, Munich, Germany, September 7, 2020, Proceedings. EDCC Workshops (2020).
S. Deshmukh, B. Raj, R. Singh. Multi-Task Learning For Interpretable Weakly Labelled Sound Event Detection. ArXiv (2020).
S. Veena, M. Nerisai, J. Remya, S. SaiTejah.. Challenges And Issues Of Sound Archives For Environmental Sound Classification (2020).
S. Wisdom, Efthymios Tzinis, H. Erdogan, Ron J. Weiss, K. Wilson, J. Hershey. Unsupervised Sound Separation Using Mixture Invariant Training. NeurIPS (2020).
S. Wisdom, Efthymios Tzinis, H. Erdogan, Ron J. Weiss, K. Wilson, J. Hershey. Unsupervised Sound Separation Using Mixtures Of Mixtures. ArXiv (2020).
S. Yoon, Min-Sung Koh, Ha-Jin Yu. Fuzzy Restricted Boltzmann Machine Based Probabilistic Linear Discriminant Analysis For Noise-Robust Text-Dependent Speaker Verification On Short Utterances (2020).
Sangwook Park, Ashwin Bellur, Sandeep Reddy Kothinti, Masoumeh Heidari Kapourchali, M. Elhilali. Joint Acoustic And Supervised Inference For Sound Event Detection Technical Report (2020).
Scott T. Wisdom, H. Erdogan, D. Ellis, Romain Serizel, Nicolas Turpault, E. Fonseca, Justin Salamon, P. Seetharaman, J. Hershey. What'S All The Fuss About Free Universal Sound Separation Data?. ArXiv (2020).
Somshubra Majumdar, B. Ginsburg. Matchboxnet: 1D Time-Channel Separable Convolutional Neural Network Architecture For Speech Commands Recognition. INTERSPEECH (2020).
T. Iqbal, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang. Learning With Out-Of-Distribution Data For Audio Classification. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020).
Theodoros Psallidas, Alexander Mitsou, George Pikramenos, E. Spyrou, Theodore Giannakopoulos. Archeo: A Dataset For Sound Event Detection In Areas Of Touristic Interest. 2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA (2020).
Tom Mudd, - KatieWilkie, Mckenna, A. Mcpherson, M. Wanderley. Embodied Musical Interaction Body Physiology, Cross Modality, And Sonic Experience (2020).
Tony Marteau, Sitou Afanou, D. Sodoyer, Sébastien Ambellouis, F. Elbahhar. Audio Events Detection In Noisy Embedded Railway Environments. EDCC Workshops (2020).
Xavier Favory, F. Font, X. Serra. Search Result Clustering In Collaborative Sound Collections. ICMR (2020).
Xavier Favory, Konstantinos Drossos, T. Virtanen, X. Serra. Coala: Co-Aligned Autoencoders For Learning Semantically Enriched Audio Representations. ArXiv (2020).
Xavier Favory, Konstantinos Drossos, T. Virtanen, X. Serra. Learning Contextual Tag Embeddings For Cross-Modal Alignment Of Audio And Tags. ArXiv (2020).
Y. Koizumi, Ryo Masumura, Kyosuke Nishida, M. Yasuda, S. Saito. A Transformer-Based Audio Captioning Model With Keyword Estimation. INTERSPEECH (2020).
You-Siang Chen, Zi Jie Lin, Shang-En Li, Chih-Yuan Koh, M. R. Bai, Jen-Tzung Chien, Yi-Wen Liu. Combined Sound Event Detection And Sound Event Separation Networks For Dcase 2020 Task 4 Technical Report (2020).

2019 (61)

. Development Of Algorithms For Gunshot Detection (2019).
A. Kumar, Ankit Shah, A. Hauptmann, B. Raj. Learning Sound Events From Webly Labeled Data. IJCAI (2019).
A. Salekin, Shabnam Ghaffarzadegan, Zhe Feng, J. Stankovic. A Real-Time Audio Monitoring Framework With Limited Data For Constrained Devices. 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS) (2019).
A. Tanaka. Embodied Musical Interaction - Body Physiology, Cross Modality, And Sonic Experience. New Directions in Music and Human-Computer Interaction (2019).
Ant'onio Ramires, X. Serra. Data Augmentation For Instrument Classification Robust To Audio Effects. ArXiv (2019).
Ariane Stolfi, A. Milo, M. Barthet. Playsound.Space: Improvising In The Browser With Semantic Sound Objects (2019).
B. Elizalde, Shuayb Zarar, B. Raj. Cross Modal Audio Search And Retrieval With Joint Embeddings Based On Text And Audio. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
B. McFee, J. Kim, M. Cartwright, Justin Salamon, Rachel M. Bittner, J. Bello. Open-Source Practices For Music Signal Processing Research: Recommendations For Transparent, Sustainable, And Reproducible Audio Research. IEEE Signal Processing Magazine (2019).
B. Zhu, Kele Xu, D. Wang, Mathurin Aché. Detection And Classification Of Acoustic Scenes And Events 2019 Challenge Multi-Label Audio Tagging With Noisy Labels And Variable Length Technical Report (2019).
Chenliang Xu. Preprint-Work In Progress (2019).
D. Liang, E. Thomaz. Audio-Based Activities Of Daily Living (Adl) Recognition With Large-Scale Acoustic Embeddings From Online Videos. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2019).
Dimitra Emmanouilidou, H. Gamper. The Effect Of Room Acoustics On Audio Event Classification (2019).
E. Fonseca, F. Font, Xavier Serra. Model-Agnostic Approaches To Handling Noisy Labels When Training Sound Event Classifiers. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (2019).
E. Fonseca, M. Plakal, D. Ellis, F. Font, Xavier Favory, X. Serra. Learning Sound Event Classifiers From Web Audio With Noisy Labels. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
E. Fonseca, M. Plakal, F. Font, D. Ellis, X. Serra. Audio Tagging With Noisy Labels And Minimal Supervision. ArXiv (2019).
Eero-Pekka Damskägg, Lauri Juvela, Etienne Thuillier, V. Välimäki. Deep Learning For Tube Amplifier Emulation. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
Etienne Richan, J. Rouat. A Study Comparing Shape, Colour And Texture As Visual Labels In Audio Sample Browsers. Audio Mostly Conference (2019).
Evren Kanalici, Gokhan Bilgin. Scattering Wavelet Hash Fingerprints For Musical Audio Recognition (2019).
F. J. M. Ortega, Sergio I. Giraldo, A. Pérez, R. Ramírez. Phrase-Level Modeling Of Expression In Violin Performances. Front. Psychol. (2019).
H. Xie, T. Virtanen. Zero-Shot Audio Classification Based On Class Label Embeddings. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (2019).
Haikun Huang, M. Solah, Dingzeyu Li, Lap-Fai Yu. Audible Panorama: Automatic Spatial Audio Generation For Panorama Imagery. CHI (2019).
Harishchandra Dubey, Dimitra Emmanouilidou, I. Tashev. Cure Dataset: Ladder Networks For Audio Event Classification. 2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) (2019).
Harsh Purohit, R. Tanabe, K. Ichige, T. Endo, Y. Nikaido, Kaori Suefusa, Y. Kawaguchi. Mimii Dataset: Sound Dataset For Malfunctioning Industrial Machine Investigation And Inspection. ArXiv (2019).
Ivo Trowitzsch, Jalil Taghia, Youssef Kashef, K. Obermayer. The Nigens General Sound Events Database. ArXiv (2019).
J. He, Penghao Rao, B. Sun, Lejun Yu. Audio Tagging With Minimal Supervision Based On Mean Teacher For Dcase 2019 Challenge Task 2 Technical Report (2019).
J. Pons, J. Serrà, X. Serra. Training Neural Audio Classifiers With Few Data. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
J. Ramírez, M. Flores. Machine Learning For Music Genre: Multifaceted Review And Experimentation With Audioset. Journal of Intelligent Information Systems (2019).
K. Ahmad, N. Conci. How Deep Features Have Improved Event Recognition In Multimedia. ACM Trans. Multim. Comput. Commun. Appl. (2019).
K. He, Yu-Han Shen, W. Zhang. Multiple Neural Networks With Ensemble Method For Audio Tagging With Noisy Labels And Minimal Supervision (2019).
K. Prinz, A. Flexer. Weak Multi-Label Audio-Tagging With Class Noise (2019).
K. Salo. Modular Audio Platform For Youth Engagement In A Museum Context (2019).
Kele Xu, B. Zhu, Qiuqiang Kong, Haibo Mi, B. Ding, D. Wang, H. Wang. General Audio Tagging With Ensembling Convolutional Neural Network And Statistical Features. The Journal of the Acoustical Society of America (2019).
Kexin He, Yuhan Shen, W. Zhang. Thuee System For Dcase 2019 Challenge Task 2 Technical Report (2019).
L. Gao, Haibo Mi, B. Zhu, Da-wei Feng, Yicong Li, Y. Peng. An Adversarial Feature Distillation Method For Audio Classification. IEEE Access (2019).
L. Gao, Qirong Mao, M. Dong, Y. Jing, R. Chinnam. On Learning Disentangled Representation For Acoustic Event Detection. ACM Multimedia (2019).
L. Lin, X. Wang, Hong Liu, Yueliang Qian. Guided Learning Convolution System For Dcase 2019 Task 4. ArXiv (2019).
Luca Turchet, M. Barthet. An Ubiquitous Smart Guitar System For Collaborative Musical Practice (2019).
Léo Cances, T. Pellegrini, Patrice Guyot. Multi-Task Learning And Post Processing Optimization For Sound Event Detection Technical Report (2019).
M. Cartwright, Ana Elisa Méndez Méndez, J. Cramer, Vincent Lostanlen, G. Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, J. Bello. Sonyc Urban Sound Tagging (Sonyc-Ust): A Multilabel Dataset From An Urban Acoustic Sensor Network (2019).
Masayuki Karasuyama, Masashi Sugiyama. Title Canonical Dependency Analysis Based On Squared-Loss Mutualinformation (2019).
Md. Rahat-uz-Zaman, Shadmaan Hye, M. Hasan. Audio Future Block Prediction With Conditional Generative Adversarial Network. 2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) (2019).
Miles Thorogood. Soundscape Generation Systems (2019).
Miles Thorogood, Jianyu Fan, P. Pasquier. A Framework For Computer-Assisted Sound Design Systems Supported By Modelling Affective And Perceptual Properties Of Soundscape (2019).
Nicolas Turpault, R. Serizel, Ankit Shah, Justin Salamon. Sound Event Detection In Domestic Environments With Weakly Labeled Data And Soundscape Synthesis (2019).
Nicolas Turpault, R. Serizel, E. Vincent. Semi-Supervised Triplet Loss Based Learning Of Ambient Audio Embeddings. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
O. Akiyama, J. Sato. Dcase 2019 Task 2: Multitask Learning, Semi-Supervised Learning And Model Ensemble With Noisy Data For Audio Tagging (2019).
Qiuqiang Kong, Yin Cao, T. Iqbal, Y. Xu, W. Wang, Mark D. Plumbley. Cross-Task Learning For Audio Tagging, Sound Event Detection And Spatial Localization: Dcase 2019 Baseline Systems. ArXiv (2019).
S. A. Shahriyar, M. Akhand, N. Siddique, T. Shimamura. Speech Enhancement Using Convolutional Denoising Autoencoder. 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) (2019).
S. Astapov, G. Svirskiy, A. Lavrentyev, Tatyana Prisyach, D. Popov, Dmitriy Ubskiy, Vladimir Kabarov. Acoustic Event Mixing To Multichannel Ami Data For Distant Speech Recognition And Acoustic Event Classification Benchmarking. SPECOM (2019).
S. Singh, A. Pankajakshan, Emmanouil Benetos, Events. Audio Tagging Using A Linear Noise Modelling Layer (2019).
Shota Ikawa, Kunio Kashino. Neural Audio Captioning Based On Conditional Sequence-To-Sequence Model (2019).
Szu-Yu Chou, Kai-Hsiang Cheng, J. Jang, Y. Yang. Learning To Match Transient Sound Events Using Attentional Similarity For Few-Shot Sound Recognition. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019).
Tobias Goehring, M. Keshavarzi, R. Carlyon, B. Moore. Using Recurrent Neural Networks To Improve The Perception Of Speech In Non-Stationary Noise By People With Cochlear Implants.. The Journal of the Acoustical Society of America (2019).
W. Wang, F. Seraj, N. Meratnia, P. Havinga. Privacy-Aware Environmental Sound Classification For Indoor Human Activity Recognition. PETRA (2019).
Wootaek Lim. Specaugment For Sound Event Detection In Domestic Environments Using Ensemble Of Convolutional Recurrent Neural Networks (2019).
Wootaek Lim, S. Suh, Sooyoung Park, Youngho Jeong. Sound Event Detection In Domestic Environments Using Ensemble Of Convolutional Recurrent Neural Networks Technical Report (2019).
Xavier Favory, X. Serra. Multi Web Audio Sequencer: Collaborative Music Making. ArXiv (2019).
Yapeng Tian, Chenliang Xu, Dingzeyu Li. Deep Audio Prior. ArXiv (2019).
Yuma Koizumi, S. Saito, H. Uematsu, N. Harada, Keisuke Imoto. Toyadmos: A Dataset Of Miniature-Machine Operating Sounds For Anomalous Sound Detection. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (2019).
Z. Podwinska, B. Fazenda, W. Davies. Testing Spatial Aspects Of Auditory Salience (2019).
Ziqiang Shi, L. Liu, Huibin Lin, R. Liu, Anyan Shi. Hodgepodge: Sound Event Detection Based On Ensemble Of Semi-Supervised Learning Methods. ArXiv (2019).

2018 (29)

Andreu Boadas Rabassedas. Study Of The Signal Properties Of Music Genres (2018).
Anna Xambó, G. Roma, Alexander Lerch, M. Barthet, György Fazekas. Live Repurposing Of Sounds: Mir Explorations With Personal And Crowdsourced Databases. NIME (2018).
Ariane de Souza Stolfi, Miguel Ceriani, Luca Turchet, M. Barthet. Playsound.Space: Inclusive Free Music Improvisations Using Audio Commons. NIME (2018).
Chris Baume. Semantic Audio Tools For Radio Production (2018).
E. Fonseca, M. Plakal, F. Font, D. Ellis, Xavier Favory, J. Pons, X. Serra. General-Purpose Tagging Of Freesound Audio With Audioset Labels: Task Description, Dataset, And Baseline. ArXiv (2018).
F. Viola, A. Stolfi, A. Milo, Miguel Ceriani, M. Barthet, György Fazekas. Playsound.Space: Enhancing A Live Music Performance Tool With Semantic Recommendations. SAAM@ISWC (2018).
F. Viola, Ariane Stolfi, A. Milo, Miguel Ceriani, M. Barthet, György Fazekas. Playsound.Space: Enhancing A Live Performance Tool With Semantic Recommendations (2018).
Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters. Dali: A Large Dataset Of Synchronized Audio, Lyrics And Notes, Automatically Created Using Teacher-Student Machine Learning Paradigm. ISMIR (2018).
Gerard Llorach, G. Grimm, Maartje M. E. Hendrikse, V. Hohmann. Towards Realistic Immersive Audiovisual Simulations For Hearing Research: Capture, Virtual Scenes And Reproduction. AVSU@MM (2018).
Gierad Laput, K. Ahuja, Mayank Goel, C. Harrison. Ubicoustics: Plug-And-Play Acoustic Activity Recognition. UIST (2018).
Henry Kvinge, Elin Farnell, M. Kirby, C. Peterson. Monitoring The Shape Of Weather, Soundscapes, And Dynamical Systems: A New Statistic For Dimension-Driven Data Analysis On Large Datasets. 2018 IEEE International Conference on Big Data (Big Data) (2018).
J. Palomaki, Olivia Rhinehart, Michael Tseng. A Case For A Range Of Acceptable Annotations. SAD/CrowdBias@HCOMP (2018).
Kele Xu, B. Zhu, D. Wang, Yu-xing Peng, H. Wang, Lilun Zhang, B. Li. Meta Learning Based Audio Tagging (2018).
Kevin Wilkinghoff. General-Purpose Audio Tagging By Ensembling Convolutional Neural Networks Based On Multiple Features (2018).
L. Turchet, M. Barthet. Jamming With A Smart Mandolin And Freesound-Based Accompaniment. 2018 23rd Conference of Open Innovations Association (FRUCT) (2018).
Linus Lexfors, Malte Johansson. Audio Representation For Environmental Sound Classification Using Convolutional Neural Networks (2018).
M. Dorfer, G. Widmer. Training General-Purpose Audio Tagging Networks With Noisy Labels And Iterative Self-Verification (2018).
M. Mancas, Christian Frisson, E. al., Noé Tits. Proceedings Of Enterface 2015 Workshop On Intelligent Interfaces. ArXiv (2018).
Michael Wand, Ngoc Thang Vu, J. Schmidhuber. Investigations On End- To-End Audiovisual Fusion. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2018).
Naoya Takahashi, Michael Gygli, L. V. Van Gool. Aenet: Learning Deep Audio Features For Video Analysis. IEEE Transactions on Multimedia (2018).
Shota Ikawa, Kunio Kashino. Acoustic Event Search With An Onomatopoeic Query: Measuring Distance Between Onomatopoeic Words And Sounds (2018).
Sophie Skach, Anna Xambó, L. Turchet, A. Stolfi, R. Stewart, M. Barthet. Embodied Interactions With E-Textiles And The Internet Of Sounds For Performing Arts. Tangible and Embedded Interaction (2018).
T. Iqbal, Qiuqiang Kong, Mark D. Plumbley, W. Wang. General-Purpose Audio Tagging From Noisy Labels Using Convolutional Neural Networks (2018).
T. Malon, G. Roman-Jimenez, Patrice Guyot, S. Chambon, V. Charvillat, A. Crouzil, A. Péninou, J. Pinquier, F. Sèdes, C. Sénac. Toulouse Campus Surveillance Dataset: Scenarios, Soundtracks, Synchronized Videos With Overlapping And Disjoint Views. MMSys (2018).
Tian-Xiang Chen, Udit Gupta. Attention-Based Convolutional Neural Network For Audio Event Classification With Feature Transfer Learning (2018).
V. Subramanian, Alexander Lerch. Concert Stitch: Organization And Synchronization Of Crowd Sourced Recordings. ISMIR (2018).
Xavier Favory, E. Fonseca, F. Font, X. Serra. Facilitating The Manual Annotation Of Sounds When Using Large Taxonomies. ArXiv (2018).
Zhicun Xu. Audio Event Classification Using Deep Learning Methods (2018).
Zhicun Xu, P. Smit, M. Kurimo. The Aalto System Based On Fine-Tuned Audioset Features For Dcase2018 Task2 - General Purpose Audio Tagging (2018).

2017 (16)

A. C. D. C. Junior. Mobile Technologies For Music Interaction (2017).
A. Stolfi, M. Barthet, Fábio Goródscy, A. C. D. C. Junior. Open Band: A Platform For Collective Sound Dialogues. Audio Mostly Conference (2017).
Akito van Troyer. Score Instruments : A New Paradigm Of Musical Instruments To Guide Musical Wonderers (2017).
Aleksandr Diment, T. Virtanen. Transfer Learning Of Weakly Labelled Audio. 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (2017).
Ashwin K. Vijayakumar, Ramakrishna Vedantam, D. Parikh. Sound-Word2Vec: Learning Word Representations Grounded In Sounds. EMNLP (2017).
D. Hernández-Leo, Kostantinos Michos, B. Cabrero, Daniel, A. Martínez-Rodríguez, M. Muñoz, Carla Ten Ventura, K. Sharma, Manaswi Mishra, S. Bhardwaj, Adrian A Perez, Giorgos Neokleous, Pantelis Stylianides, Vibhor Bajpai, N. Delgado, Tessy Troes, Meghana Sudhindra, H. Cuesta. Phd Selection: Factors To Take Into Account (2017).
Douwe Kiela. Deep Embodiment: Grounding Semantics In Perceptual Modalities (2017).
Douwe Kiela, Stephen Clark. Learning Neural Audio Embeddings For Grounding Semantics In Auditory Perception. J. Artif. Intell. Res. (2017).
E. Cherny. A Method For Automatic Whoosh Sound Description (2017).
E. Fonseca, J. Pons, Xavier Favory, F. Font, D. Bogdanov, Andrés Ferraro, S. Oramas, A. Porter, X. Serra. Freesound Datasets: A Platform For The Creation Of Open Audio Datasets. ISMIR (2017).
Emiel van Miltenburg. Pragmatic Descriptions Of Perceptual Stimuli. EACL (2017).
Georgios Paraskevopoulos, Giannis Karamanolakis, E. Iosif, A. Pikrakis, A. Potamianos. Sensory-Aware Multimodal Fusion For Word Semantic Similarity Estimation (2017).
Hernán Ordiales, Matías Lennie Bruno. Sound Recycling From Public Databases: Another Bigdata Approach To Sound Collections. Audio Mostly Conference (2017).
M. Briani, A. Cuyt, W. Lee. Validated Exponential Analysis For Harmonic Sounds (2017).
S. R. Park, J. Lee. A Fully Convolutional Neural Network For Speech Enhancement. INTERSPEECH (2017).
Vincent Lostanlen. Convolutional Operators In The Time-Frequency Domain (2017).

2013 (6)

D. Wolff, Tillman Weyde. Learning Music Similarity From Relative User Ratings. Information Retrieval (2013).
F. Font, J. Serrà, X. Serra. Folksonomy-Based Tag Recommendation For Collaborative Tagging Systems. Int. J. Semantic Web Inf. Syst. (2013).
Long-Van Nguyen-Dinh, U. Blanke, G. Tröster. Towards Scalable Activity Recognition: Adapting Zero-Effort Crowdsourced Acoustic Models. MUM (2013).
Miles Thorogood, P. Pasquier. Computationally Created Soundscapes With Audio Metaphor. ICCC (2013).
Niklas Klügel, G. Groh. Towards Mapping Timbre To Emotional Affect. NIME (2013).
Patrice Guyot, J. Pinquier, R. André-Obrecht. Water Sound Recognition Based On Physical Models. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (2013).

2012 (10)

Brandon Mechtley, Andreas Spanias, P. Cook. Shortest Path Techniques For Annotation And Retrieval Of Environmental Sounds. ISMIR (2012).
F. Font, G. Roma, P. Herrera, X. Serra. Characterization Of The Freesound Online Community. 2012 3rd International Workshop on Cognitive Information Processing (CIP) (2012).
F. Font, J. Serrà, X. Serra. Folksonomy-Based Tag Recommendation For Online Audio Clip Sharing. ISMIR (2012).
F. Font, X. Serra. Analysis Of The Folksonomy Of Freesound (2012).
G. Roma, Anna Xambó, P. Herrera, Robin C. Laney. Factors In Human Recognition Of Timbre Lexicons Generated By Data Clustering (2012).
G. Roma, P. Herrera, M. Zanin, S. Marín, F. Font, X. Serra. Small World Networks And Creativity In Audio Clip Sharing. Int. J. Soc. Netw. Min. (2012).
M. Rossi, G. Tröster, O. Amft. Recognizing Daily Life Context Using Web-Collected Audio Data. 2012 16th International Symposium on Wearable Computers (2012).
M. Sordo, Gopala K. Koduri, Sankalp Gulati, X. Serra. A Musically Aware System For Browsing And Interacting With Audio Music Collections (2012).
Masayuki Karasuyama, Masashi Sugiyama. Canonical Dependency Analysis Based On Squared-Loss Mutual Information. Neural Networks (2012).
Miles Thorogood, P. Pasquier, Arne Eigenfeldt. Audio Metaphor: Audio Information Retrieval For Soundscape Composition (2012).

2011 (3)

J. Janer, G. Roma, S. Kersten. Authoring Augmented Soundscapes With User-Contributed Content (2011).
J. Janer, S. Kersten, Mattian Schirosa, G. Roma. An Online Platform For Interactive Soundscapes With User-Contributed Audio Content (2011).
Nuno N. Correia. Av Clash, Online Audiovisual Project: A Case Study Of Evaluation In New Media Art. Advances in Computer Entertainment Technology (2011).

2010 (3)

G. Roma, J. Janer, S. Kersten, Mattia Schirosa, P. Herrera, X. Serra. Ecological Acoustics Perspective For Content-Based Retrieval Of Environmental Sounds. EURASIP J. Audio Speech Music. Process. (2010).
G. Roma, P. Herrera. Graph Grammar Representation For Collaborative Sample-Based Music Creation. Audio Mostly Conference (2010).
G. Roma, P. Herrera. Community Structure In Audio Clip Sharing. 2010 International Conference on Intelligent Networking and Collaborative Systems (2010).

2009 (2)

Gerard Roma Trepat, Perfecto Herrera-Boyer, X. Serra. Freesound Radio: Supporting Music Creation By Exploration Of A Sound Database (2009).
M. Magas, Polina Proutskova. A Location-Tracking Interface For Ethnomusicological Collections (2009).