Papers

What follows is a list of papers that mention Freesound or use Freesound data for the research. This list is created automatically by finding articles that cite one of the two 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 let us know at freesound@freesound.org.

2019

• Damskägg, Eero-Pekka and Juvela, Lauri and Thuillier, Etienne and Välimäki, Vesa. Deep learning for tube amplifier emulation (2019)
• Liang, Dawei and Thomaz, Edison. Audio-Based Activities of Daily Living (ADL) Recognition with Large-Scale Acoustic Embeddings from Online Videos (2019)
• Trowitzsch, Ivo and Taghia, Jalil and Kashef, Youssef and Obermayer, Klaus. The NIGENS General Sound Events Database (2019)

2018

• Favory, Xavier and Fonseca, Eduardo and Font, Frederic and Serra, Xavier. Facilitating the Manual Annotation of Sounds When Using Large Taxonomies (2018)
• Fonseca, Renato M and Hirsch, Martin. $$backslash$Delta L$backslash$ge 4$ processes (2018)
• Kvinge, Henry and Farnell, Elin and Kirby, Michael and Peterson, Chris. Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large datasets (2018)
• Laput, Gierad and Ahuja, Karan and Goel, Mayank and Harrison, Chris. Ubicoustics: Plug-and-Play Acoustic Activity Recognition (2018)
• Lexfors, Linus and Johansson, Malte. Audio representation for environmental sound classification using convolutional neural networks (2018)
• Malon, Thierry and Roman-Jimenez, Geoffrey and Guyot, Patrice and Chambon, Sylvie and Charvillat, Vincent and Crouzil, Alain and Péninou, André and Pinquier, Julien and Sèdes, Florence and Sénac, Christine. Toulouse campus surveillance dataset: scenarios, soundtracks, synchronized videos with overlapping and disjoint views (2018)
• Skach, Sophie and Xambó, Anna and Turchet, Luca and Stolfi, Ariane and Stewart, Rebecca and Barthet, Mathieu. Embodied interactions with e-textiles and the internet of sounds for performing arts (2018)
• Stolfi, Ariane and Sokolovskis, Janis and Goródscy, Fábio and Iazzetta, Fernando and Barthet, Mathieu. Audio Semantics: Online Chat Communication in Open Band Participatory Music Performances (2018)
• Takahashi, Naoya and Gygli, Michael and Van Gool, Luc. Aenet: Learning deep audio features for video analysis (2018)
• Wand, Michael and Schmidhuber, Jürgen and Vu, Ngoc Thang. Investigations on End-to-End Audiovisual Fusion (2018)

2017

• Briani, Matteo and Cuyt, Annie and Lee, Wen-shin. Validated exponential analysis for harmonic sounds (2017)
• Diment, Aleksandr and Virtanen, Tuomas. Transfer learning of weakly labelled audio (2017)
• Fonseca, Eduardo and Pons Puig, Jordi and Favory, Xavier and Font Corbera, Frederic and Bogdanov, Dmitry and Ferraro, Andres and Oramas, Sergio and Porter, Alastair and Serra, Xavier. Freesound datasets: a platform for the creation of open audio datasets (2017)
• Kiela, Douwe. Deep embodiment: grounding semantics in perceptual modalities (2017)
• Kiela, Douwe and Clark, Stephen. Learning neural audio embeddings for grounding semantics in auditory perception (2017)
• Lostanlen, Vincent. Opérateurs convolutionnels dans le plan temps-fréquence (2017)
• Lostanlen, Vincent. Convolutional operators in the time-frequency domain (2017)
• Stolfi, Ariane and Barthet, Mathieu and Goródscy, Fábio and de Carvalho Junior, Antonio Deusany. Open band: A platform for collective sound dialogues (2017)
• Vijayakumar, Ashwin K and Vedantam, Ramakrishna and Parikh, Devi. Sound-word2vec: Learning word representations grounded in sounds (2017)
• van Miltenburg, Emiel. Pragmatic descriptions of perceptual stimuli (2017)

2016

• Assaneo, M Florencia and Sitt, Jacobo and Varoquaux, Gael and Sigman, Mariano and Cohen, Laurent and Trevisan, Marcos A. Exploring the anatomical encoding of voice with a mathematical model of the vocal system (2016)
• Bandiera, Giuseppe and Romani Picas, Oriol and Tokuda, Hiroshi and Hariya, Wataru and Oishi, Koji and Serra, Xavier. Good-sounds. org: A framework to explore goodness in instrumental sounds (2016)
• Delgado-Contreras, J Rubén and García-Vázquez, Juan P and Brena, Ramón. Optimizing the length of an environmental audio fingerprint for place classification (2016)
• Font Corbera, Frederic and Serra, Xavier. Tempo estimation for music loops and a simple confidence measure (2016)
• Font, Frederic and Brookes, Tim and Fazekas, George and Guerber, Martin and La Burthe, Amaury and Plans, David and Plumbley, Mark D and Shaashua, Meir and Wang, Wenwu and Serra, Xavier. Audio Commons: bringing Creative Commons audio content to the creative industries (2016)
• Karamanolakis, Giannis and Iosif, Elias and Zlatintsi, Athanasia and Pikrakis, Aggelos and Potamianos, Alexandros. Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings. (2016)
• Kiela, Douwe. Mmfeat: A toolkit for extracting multi-modal features (2016)
• Meutzner, Hendrik and Kolossa, Dorothea. A non-speech audio CAPTCHA based on acoustic event detection and classification (2016)
• Parekh, Sanjeel and Font, Frederic and Serra, Xavier. Improving audio retrieval through loudness profile categorization (2016)
• Salomons, Etto and Havinga, Paul and van Leeuwen, Henk. Inferring human activity recognition with ambient sound on wireless sensor nodes (2016)
• Serrà, Joan and Arcos, Josep Lluis. Particle swarm optimization for time series motif discovery (2016)
• Takahashi, Naoya and Gygli, Michael and Pfister, Beat and Van Gool, Luc. Deep convolutional neural networks and data augmentation for acoustic event detection (2016)

2015

• Apopei, Vasile. Detection dangerous events in environmental sounds-a preliminary evaluation (2015)
• Cassani, Giovanni and Lopopolo, Alessandro. Multimodal distributional semantic models and conceptual representations in sensory deprived subjects (2015)
• Castan, Diego and Tavarez, David and Lopez-Otero, Paula and Franco-Pedroso, Javier and Delgado, Hector and Navas, Eva and Docio-Fernàndez, Laura and Ramos, Daniel and Serrano, Javier and Ortega, Alfonso and others. Albayzin-2014 evaluation: audio segmentation and classification in broadcast news domains (2015)
• Font Corbera, Frederic and others. Tag recommendation using folksonomy information for online sound sharing platforms (2015)
• Font, Frederic and Serrà, Joan and Serra, Xavier. Analysis of the impact of a tag recommendation system in a real-world folksonomy (2015)
• Lopopolo, Alessandro and van Miltenburg, Emiel. Sound-based distributional models (2015)
• Picas, O Romani and Rodriguez, H Parra and Dabiri, Dara and Tokuda, Hiroshi and Hariya, Wataru and Oishi, Koji and Serra, Xavier. A real-time system for measuring sound goodness in instrumental sounds (2015)
• Piczak, Karol J. ESC: Dataset for environmental sound classification (2015)

2014

• Delgado-Contreras, Juan Rubén and Garía-Vázquez, Juan Pablo and Brena, Ramon F and Galván-Tejada, Carlos E and Galván-Tejada, Jorge I. Feature selection for place classification through environmental sounds (2014)
• Font, Frederic and Oramas, Sergio and Fazekas, György and Serra, Xavier. Extending Tagging Ontologies with Domain Specific Knowledge. (2014)
• Font, Frederic and Serra, Joan and Serra, Xavier. Class-based tag recommendation and user-based evaluation in online audio clip sharing (2014)
• Wyse, Lonce. Interactive Audio Web Development Workflow (2014)