Benjamin Elizalde

65 papers A* 2A 4B 1C 1Misc 10Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Audio Entailment: Assessing Deductive Reasoning for Audio Understanding. AAAI Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
2025	J	`jnl`	Discrete Audio Tokens: More Than a Survey! CoRR Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025	J	`jnl`	Discrete Audio Tokens: More Than a Survey! Trans. Mach. Learn. Res. Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli
2025	J	`jnl`	Using LLMs for Late Multimodal Sensor Fusion for Activity Recognition. CoRR Ilker Demirel, Karan Thakkar, Benjamin Elizalde, Miquel Espi Marques, Shirley You Ren, Jaya Narain
2024	J	`jnl`	Audio Entailment: Assessing Deductive Reasoning for Audio Understanding. CoRR Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
2024	Misc	`conf`	Natural Language Supervision For General-Purpose Audio Representations. ICASSP Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2024	A	`conf`	PAM: Prompting Audio-Language Models for Audio Quality Assessment. INTERSPEECH Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
2024	J	`jnl`	PAM: Prompting Audio-Language Models for Audio Quality Assessment. CoRR Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
2024	Misc	`conf`	Prompting Audios Using Acoustic Properties for Emotion Representation. ICASSP Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
2024	Misc	`conf`	Training Audio Captioning Models without Audio. ICASSP Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2023	A	`conf`	Audio Retrieval with WavText5K and CLAP Training. INTERSPEECH Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2023	Misc	`conf`	CLAP Learning Audio Concepts from Natural Language Supervision. ICASSP Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
2023	Misc	`conf`	Multi-View Learning for Speech Emotion Recognition with Categorical Emotion, Categorical Sentiment, and Dimensional Scores. ICASSP Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
2023	J	`jnl`	Natural Language Supervision for General-Purpose Audio Representations. CoRR Benjamin Elizalde, Soham Deshmukh, Huaming Wang
2023	A*	`conf`	Pengi: An Audio Language Model for Audio Tasks. NeurIPS Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
2023	J	`jnl`	Pengi: An Audio Language Model for Audio Tasks. CoRR Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
2023	J	`jnl`	Prompting Audios Using Acoustic Properties For Emotion Representation. CoRR Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
2023	J	`jnl`	Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session. CoRR Laurie M. Heller, Benjamin Elizalde, Bhiksha Raj, Soham Deshmukh
2023	J	`jnl`	Training Audio Captioning Models without Audio. CoRR Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2022	J	`jnl`	Audio Retrieval with WavText5K and CLAP Training. CoRR Soham Deshmukh, Benjamin Elizalde, Huaming Wang
2022	J	`jnl`	CLAP: Learning Audio Concepts From Natural Language Supervision. CoRR Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
2022	J	`jnl`	Describing emotions with acoustic property prompts for speech emotion recognition. CoRR Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
2021	J	`jnl`	COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge. CoRR Benjamin Elizalde, Daniel Tompkins
2021	—	`conf`	Identifying Actions for Sound Event Classification. WASPAA Benjamin Elizalde, Radu Revutchi, Samarjit Das, Bhiksha Raj, Ian R. Lane, Laurie M. Heller
2021	J	`jnl`	Identifying Actions for Sound Event Classification. CoRR Benjamin Elizalde, Radu Revutchi, Samarjit Das, Bhiksha Raj, Ian R. Lane, Laurie M. Heller
2021	—	`ed.`	Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021 DCASE Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde
2020	Misc	`conf`	Multi-Label Sound Event Retrieval Using A Deep Learning-Based Siamese Structure With A Pairwise Presence Matrix. ICASSP Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Méndez Méndez, Benjamin Elizalde, Philippe Pasquier
2020	J	`jnl`	Multi-label Sound Event Retrieval Using a Deep Learning-based Siamese Structure with a Pairwise Presence Matrix. CoRR Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Méndez Méndez, Benjamin Elizalde, Philippe Pasquier
2020	—	`—`	Never-Ending Learning of Sounds. Benjamin Elizalde
2019	Misc	`conf`	Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio. ICASSP Benjamin Elizalde, Shuayb Zarar, Bhiksha Raj
2019	J	`jnl`	Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2018	Misc	`conf`	Acoustic Scene Classification Using Discrete Random Hashing for Laplacian Kernel Machines. ICASSP Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
2018	J	`jnl`	AudioPairBank: towards a large-scale tag-pair-based audio content analysis. EURASIP J. Audio Speech Music. Process. Sebastian Säger, Benjamin Elizalde, Damian Borth, Christian Schulze, Bhiksha Raj, Ian R. Lane
2018	Misc	`conf`	Content-Based Representations of Audio Using Siamese Neural Networks. ICASSP Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
2018	J	`jnl`	DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features. CoRR Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
2018	Misc	`conf`	Framework for Evaluation of Sound Event Detection in Web Videos. ICASSP Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
2018	J	`jnl`	NELS - Never-Ending Learner of Sounds. CoRR Benjamin Elizalde, Rohan Badlani, Ankit Shah, Anurag Kumar, Bhiksha Raj
2017	—	`conf`	An approach for self-training audio event detectors using web data. EUSIPCO Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian R. Lane
2017	J	`jnl`	Audio Concept Classification with Hierarchical Deep Neural Networks. CoRR Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2017	A	`conf`	Audio Content Based Geotagging in Multimedia. INTERSPEECH Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
2017	J	`jnl`	Content-based Representations of audio using Siamese neural networks. CoRR Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
2017	—	`conf`	DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features. DCASE Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
2017	—	`conf`	DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
2017	J	`jnl`	Framework for evaluation of sound event detection in web videos. CoRR Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
2017	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2017, Munich, Germany, November 16-17, 2017 DCASE Tuomas Virtanen, Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Emmanuel Vincent, Emmanouil Benetos, Benjamin Elizalde
2016	J	`jnl`	An Approach for Self-Training Audio Event Detectors Using Web Data. CoRR Ankit Shah, Rohan Badlani, Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
2016	J	`jnl`	Audio Content based Geotagging in Multimedia. CoRR Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
2016	J	`jnl`	AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. CoRR Sebastian Säger, Damian Borth, Benjamin Elizalde, Christian Schulze, Bhiksha Raj, Ian R. Lane, Andreas Dengel
2016	—	`conf`	City-Identification of Flickr Videos Using Semantic Acoustic Features. BigMM Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian R. Lane
2016	J	`jnl`	City-Identification of Flickr Videos Using Semantic Acoustic Features. CoRR Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian R. Lane
2016	—	`conf`	Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. DCASE Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane
2016	J	`jnl`	Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. CoRR Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane
2016	J	`jnl`	YFCC100M: the new data in multimedia research. Commun. ACM Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
2015	B	`conf`	Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling. ICMR Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd, Gerald Friedland, Kurt Keutzer
2015	—	`conf`	Insights into Audio-Based Multimedia Event Classification with Neural Networks. MMCommons@ACM Multimedia Mirco Ravanelli, Benjamin Elizalde, Julia Bernd, Gerald Friedland
2015	—	`conf`	Kickstarting the Commons: The YFCC100M and the YLI Corpora. MMCommons@ACM Multimedia Julia Bernd, Damian Borth, Carmen Carrano, Jaeyoung Choi, Benjamin Elizalde, Gerald Friedland, Luke R. Gottlieb, Karl Ni, Roger A. Pearce, Douglas Poland, Khalid Ashraf, David A. Shamma, Bart Thomee
2015	J	`jnl`	The New Data and New Challenges in Multimedia Research. CoRR Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
2015	J	`jnl`	The YLI-MED Corpus: Characteristics, Procedures, and Plans. CoRR Julia Bernd, Damian Borth, Benjamin Elizalde, Gerald Friedland, Heather Gallagher, Luke R. Gottlieb, Adam Janin, Sara Karabashlieva, Jocelyn Takahashi, Jennifer Won
2014	—	`conf`	Audio concept classification with Hierarchical Deep Neural Networks. EUSIPCO Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
2014	—	`conf`	Audio-concept features and hidden Markov models for multimedia event detection. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Karl Ni, Damian Borth, Gerald Friedland
2014	—	`conf`	The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images. GeoMM Jaeyoung Choi, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamin Elizalde, Luke R. Gottlieb, Carmen Carrano, Roger A. Pearce, Douglas Poland
2013	C	`conf`	An i-Vector Representation of Acoustic Environments for Audio-Based Video Event Detection on User Generated Content. ISM Benjamin Elizalde, Howard Lei, Gerald Friedland
2013	—	`conf`	Audio Concept Ranking for Video Event Detection on User-Generated Content. SLAM@INTERSPEECH Benjamin Elizalde, Mirco Ravanelli, Gerald Friedland
2013	A	`conf`	Lost in segmentation: Three approaches for speech/non-speech detection in consumer-produced videos. ICME Benjamin Elizalde, Gerald Friedland
2012	—	`conf`	SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis