Benjamin Elizalde

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Deductive Reasoning

Natural Language

Speech Emotion Recognition

Top Venues

MMCommons@ACM Multimedia

Publications

Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj
Audio Entailment: Assessing Deductive Reasoning for Audio Understanding. CoRR (2024)
Soham Deshmukh, Dareen Alharthi, Benjamin Elizalde, Hannes Gamper, Mahmoud Al Ismail, Rita Singh, Bhiksha Raj, Huaming Wang
PAM: Prompting Audio-Language Models for Audio Quality Assessment. CoRR (2024)
Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
Prompting Audios Using Acoustic Properties for Emotion Representation. ICASSP (2024)
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
Natural Language Supervision For General-Purpose Audio Representations. ICASSP (2024)
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
Training Audio Captioning Models without Audio. ICASSP (2024)
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
Training Audio Captioning Models without Audio. CoRR (2023)
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
Pengi: An Audio Language Model for Audio Tasks. CoRR (2023)
Benjamin Elizalde, Soham Deshmukh, Huaming Wang
Natural Language Supervision for General-Purpose Audio Representations. CoRR (2023)
Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
Prompting Audios Using Acoustic Properties For Emotion Representation. CoRR (2023)
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
Audio Retrieval with WavText5K and CLAP Training. INTERSPEECH (2023)
Soham Deshmukh, Benjamin Elizalde, Rita Singh, Huaming Wang
Pengi: An Audio Language Model for Audio Tasks. NeurIPS (2023)
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
CLAP Learning Audio Concepts from Natural Language Supervision. ICASSP (2023)
Laurie M. Heller, Benjamin Elizalde, Bhiksha Raj, Soham Deshmukh
Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session. CoRR (2023)
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
Multi-View Learning for Speech Emotion Recognition with Categorical Emotion, Categorical Sentiment, and Dimensional Scores. ICASSP (2023)
Benjamin Elizalde, Soham Deshmukh, Mahmoud Al Ismail, Huaming Wang
CLAP: Learning Audio Concepts From Natural Language Supervision. CoRR (2022)
Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh, Huaming Wang, Bhiksha Raj, Rita Singh
Describing emotions with acoustic property prompts for speech emotion recognition. CoRR (2022)
Soham Deshmukh, Benjamin Elizalde, Huaming Wang
Audio Retrieval with WavText5K and CLAP Training. CoRR (2022)
Benjamin Elizalde, Radu Revutchi, Samarjit Das, Bhiksha Raj, Ian R. Lane, Laurie M. Heller
Identifying Actions for Sound Event Classification. WASPAA (2021)
Benjamin Elizalde, Daniel Tompkins
COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge. CoRR (2021)
Benjamin Elizalde, Radu Revutchi, Samarjit Das, Bhiksha Raj, Ian R. Lane, Laurie M. Heller
Identifying Actions for Sound Event Classification. CoRR (2021)
Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Méndez Méndez, Benjamin Elizalde, Philippe Pasquier
Multi-label Sound Event Retrieval Using a Deep Learning-based Siamese Structure with a Pairwise Presence Matrix. CoRR (2020)
Jianyu Fan, Eric Nichols, Daniel Tompkins, Ana Elisa Méndez Méndez, Benjamin Elizalde, Philippe Pasquier
Multi-Label Sound Event Retrieval Using A Deep Learning-Based Siamese Structure With A Pairwise Presence Matrix. ICASSP (2020)
Benjamin Elizalde, Shuayb Zarar, Bhiksha Raj
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio. ICASSP (2019)
Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde, Toni Heittola, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
Sound Event Detection in the DCASE 2017 Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 27 (6) (2019)
Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
Framework for Evaluation of Sound Event Detection in Web Videos. ICASSP (2018)
Benjamin Elizalde, Rohan Badlani, Ankit Shah, Anurag Kumar, Bhiksha Raj
NELS - Never-Ending Learner of Sounds. CoRR (2018)
Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features. CoRR (2018)
Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
Acoustic Scene Classification Using Discrete Random Hashing for Laplacian Kernel Machines. ICASSP (2018)
Sebastian Säger, Benjamin Elizalde, Damian Borth, Christian Schulze, Bhiksha Raj, Ian R. Lane
AudioPairBank: towards a large-scale tag-pair-based audio content analysis. EURASIP J. Audio Speech Music. Process. 2018 (2018)
Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
Content-Based Representations of Audio Using Siamese Neural Networks. ICASSP (2018)
Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
Audio Content Based Geotagging in Multimedia. INTERSPEECH (2017)
Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
Audio Concept Classification with Hierarchical Deep Neural Networks. CoRR (2017)
Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj
Framework for evaluation of sound event detection in web videos. CoRR (2017)
Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj
Content-based Representations of audio using Siamese neural networks. CoRR (2017)
Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features. DCASE (2017)
Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian R. Lane
An approach for self-training audio event detectors using web data. EUSIPCO (2017)
Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen
DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System. DCASE (2017)
Ankit Shah, Rohan Badlani, Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
An Approach for Self-Training Audio Event Detectors Using Web Data. CoRR (2016)
Anurag Kumar, Benjamin Elizalde, Bhiksha Raj
Audio Content based Geotagging in Multimedia. CoRR (2016)
Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. DCASE (2016)
Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
YFCC100M: the new data in multimedia research. Commun. ACM 59 (2) (2016)
Sebastian Säger, Damian Borth, Benjamin Elizalde, Christian Schulze, Bhiksha Raj, Ian R. Lane, Andreas Dengel
AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. CoRR (2016)
Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian R. Lane
City-Identification of Flickr Videos Using Semantic Acoustic Features. CoRR (2016)
Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording. CoRR (2016)
Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian R. Lane
City-Identification of Flickr Videos Using Semantic Acoustic Features. BigMM (2016)
Julia Bernd, Damian Borth, Benjamin Elizalde, Gerald Friedland, Heather Gallagher, Luke R. Gottlieb, Adam Janin, Sara Karabashlieva, Jocelyn Takahashi, Jennifer Won
The YLI-MED Corpus: Characteristics, Procedures, and Plans. CoRR (2015)
Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd, Gerald Friedland, Kurt Keutzer
Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling. ICMR (2015)
Mirco Ravanelli, Benjamin Elizalde, Julia Bernd, Gerald Friedland
Insights into Audio-Based Multimedia Event Classification with Neural Networks. MMCommons@ACM Multimedia (2015)
Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, Li-Jia Li
The New Data and New Challenges in Multimedia Research. CoRR (2015)
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
Kickstarting the Commons: The YFCC100M and the YLI Corpora. MMCommons@ACM Multimedia (2015)
Benjamin Elizalde, Mirco Ravanelli, Karl Ni, Damian Borth, Gerald Friedland
Audio-concept features and hidden Markov models for multimedia event detection. SLAM@INTERSPEECH (2014)
Jaeyoung Choi, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamin Elizalde, Luke R. Gottlieb, Carmen Carrano, Roger A. Pearce, Douglas Poland
The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images. GeoMM (2014)
Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland
Audio concept classification with Hierarchical Deep Neural Networks. EUSIPCO (2014)
Benjamin Elizalde, Gerald Friedland
Lost in segmentation: Three approaches for speech/non-speech detection in consumer-produced videos. ICME (2013)
Benjamin Elizalde, Howard Lei, Gerald Friedland
An i-Vector Representation of Acoustic Environments for Audio-Based Video Event Detection on User Generated Content. ISM (2013)
Benjamin Elizalde, Mirco Ravanelli, Gerald Friedland
Audio Concept Ranking for Video Event Detection on User-Generated Content. SLAM@INTERSPEECH (2013)
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
SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID (2012)