Emilia Gómez
Orcid: 0000-0003-4983-3989Affiliations:
- Joint Research Centre (European Commission)
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
According to our database1,
Emilia Gómez
authored at least 176 papers
between 2002 and 2025.
Collaborative distances:
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Bibliography
2025
Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation.
CoRR, February, 2025
Supervision policies can shape long-term risk management in general-purpose AI models.
CoRR, January, 2025
2024
J. Big Data, December, 2024
Ethics Inf. Technol., June, 2024
Assessing the Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study.
Trans. Recomm. Syst., March, 2024
IEEE Trans. Affect. Comput., 2024
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness.
CoRR, 2024
Proceedings of the 2nd Music Recommender Systems Workshop 2024 co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), 2024
Towards Assessing Data Replication in Music Generation With Music Similarity Metrics on Raw Audio.
Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024
A Framework for Assessing Proportionate Intervention with Face Recognition Systems in Real-Life Scenarios.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Proceedings of the Information Retrieval: Advanced Topics and Techniques., 2024
2023
J. Intell. Inf. Syst., April, 2023
Computer, February, 2023
Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof.
J. Artif. Intell. Res., 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023
2022
Voice Assignment in Vocal Quartets Using Deep Learning Models Based on Pitch Salience.
Trans. Int. Soc. Music. Inf. Retr., 2022
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics.
Proc. ACM Hum. Comput. Interact., 2022
"That Robot Played with Us!" Children's Perceptions of a Robot after a Child-Robot Group Interaction.
Proc. ACM Hum. Comput. Interact., 2022
Monitoring Diversity of AI Conferences: Lessons Learnt and Future Challenges in the DivinAI Project.
CoRR, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Retrieval and Recommendation Systems at the Crossroads of Artificial Intelligence, Ethics, and Regulation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Scientific Challenges, Practical Methodologies and Policy Perspectives for Trustworthy Artificial Intelligence.
Proceedings of the 5th Workshop on Online Recommender Systems and User Modeling co-located with the 16th ACM Conference on Recommender Systems, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Enhancing the Design of a Conversational Agent for an Ethical Interaction with Children.
Proceedings of the 6th International Conference, 2022
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022
Documenting use cases in the affective computing domain using Unified Modeling Language.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
2021
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics.
Dataset, January, 2021
Trans. Int. Soc. Music. Inf. Retr., 2021
Telematics Informatics, 2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications.
IEEE Signal Process. Mag., 2021
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks.
J. Artif. Intell. Res., 2021
CoRR, 2021
Artif. Intell. Law, 2021
Evaluating Recommender Systems with and for Children: towards a Multi-Perspective Framework.
Proceedings of the Perspectives on the Evaluation of Recommender Systems Workshop 2021 co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), 2021
Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
The Effects of Robot Cognitive Reliability and Social Positioning on Child-Robot Team Dynamics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Investigating the Efficacy of Music Version Retrieval Systems for Setlist Identification.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Collaboration Technologies and Social Computing, 2021
Proceedings of the Artificial Intelligence Diversity, Belonging, Equity, and Inclusion, 2021
How diverse is the ACII community? Analysing gender, geographical and business diversity of Affective Computing research.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
Trans. Int. Soc. Music. Inf. Retr., 2020
Child-Robot Collaborative Problem-Solving and the Importance of Child's Voluntary Interaction: A Developmental Perspective.
Frontiers Robotics AI, 2020
CoRR, 2020
Artificial intelligence in medicine and healthcare: a review and classification of current and near-future applications and their ethical and social Impact.
CoRR, 2020
Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Less is more: Faster and better music version identification with embedding distillation.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Transfer learning from speech to music: towards language-sensitive emotion recognition models.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020
2019
Open Broadcast Media Audio from TV: A Dataset of TV Broadcast Audio with Relative Music Loudness Annotations.
Trans. Int. Soc. Music. Inf. Retr., 2019
Mapping by Observation: Building a User-Tailored Conducting System From Spontaneous Movements.
Frontiers Digit. Humanit., 2019
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052).
Dagstuhl Reports, 2019
The emotions that we perceive in music: the influence of language and lyrics comprehension on agreement.
CoRR, 2019
A Model for Evaluating Popularity and Semantic Information Variations in Radio Listening Sessions.
Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems, 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019
Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Editorial: Introducing the Transactions of the International Society for Music Information Retrieval.
Trans. Int. Soc. Music. Inf. Retr., 2018
On the Interrelation Between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music.
IEEE Trans. Affect. Comput., 2018
Deep Learning for Singing Processing: Achievements, Challenges and Impact on Singers and Listeners.
CoRR, 2018
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work.
CoRR, 2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.
CoRR, 2018
Novelty-based cognitive processes in unstructured music-making settings in early childhood.
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018
2017
IEEE Multim., 2017
Proceedings of the 14th Web for All Conference, 2017
Musical Instrument Recognition in User-generated Videos using a Multimodal Convolutional Neural Network Architecture.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
Monaural Score-Informed Source Separation for Classical Music Using Convolutional Neural Networks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
Visual Music Transcription of Clarinet Video Recordings Trained with Audio-Based Labelled Data.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
2016
Dataset, November, 2016
Dataset, April, 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
ACM Journal on Computing and Cultural Heritage, 2016
J. Electr. Comput. Eng., 2016
Proceedings of the 8th International Conference on Games and Virtual Worlds for Serious Applications, 2016
Proceedings of the 8th International Conference on Games and Virtual Worlds for Serious Applications, 2016
An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the Advances in Information Retrieval, 2016
Music Information Retrieval: From Signals to Meaning; from Classical Music to Flamenco.
Proceedings of the Artificial Intelligence Research and Development, 2016
2015
Melodic Contour and Mid-Level Global Features Applied to the Analysis of Flamenco Cantes.
CoRR, 2015
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
2014
Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges.
IEEE Signal Process. Mag., 2014
Found. Trends Inf. Retr., 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Computational Models for Perceived Melodic Similarity in A Cappella Flamenco Singing.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Automatic Singer Identification For Improvisational Styles Based On Vibrato, Timbre And Statistical Performance Descriptors.
Proceedings of the Music Technology meets Philosophy, 2014
Improving accompanied Flamenco singing voice transcription by combining vocal detection and predominant melody extraction.
Proceedings of the Music Technology meets Philosophy, 2014
2013
Semantic audio content-based music recommendation and visualization based on user preference examples.
Inf. Process. Manag., 2013
Tonal representations for music retrieval: from version identification to query-by-humming.
Int. J. Multim. Inf. Retr., 2013
Towards Computer-Assisted Flamenco Transcription: An Experimental Comparison of Automatic Transcription Algorithms as Applied to A Cappella Singing.
Comput. Music. J., 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Using voice suppression algorithms to improve beat tracking in the presence of highly predominant vocals.
Proceedings of the IEEE International Conference on Acoustics, 2013
Fundamental frequency alignment vs. note-based melodic similarity for singing voice assessment.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Speech Audio Process., 2012
Proceedings of the 21st World Wide Web Conference, 2012
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Musical genre classification using melody features extracted from polyphonic music signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the AES International Conference Semantic Audio 2011, 2011
Two-Dimensional Visual Inspection of Pitch-Space, Many Time-Scales and Tonal Uncertainty over Time.
Proceedings of the Mathematics and Computation in Music - Third International Conference, 2011
Tonal-based retrieval of Arabic and middle-east music by automatic makam description.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011
A content-based system for music recommendation and visualization of user preferences working on semantic notions.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011
2010
Audio Cover Song Identification and Similarity: Background, Approaches, Evaluation, and Beyond.
Proceedings of the Advances in Music Information Retrieval, 2010
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
The <i>Musical Avatar</i>: a visualization of musical preferences by means of audio content description.
Proceedings of the AM '10, 2010
2009
Music and Geography: Content Description of Musical Audio from Different Parts of the World.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
2008
IEEE Trans. Speech Audio Process., 2008
Proceedings of the ISMIR 2008, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
IEEE Trans. Circuits Syst. Video Technol., 2007
IEEE Trans. Speech Audio Process., 2007
2006
INFORMS J. Comput., 2006
The song remains the same: identifying versions of the same piece using tonal descriptors.
Proceedings of the ISMIR 2006, 2006
2005
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005
Proceedings of the ISMIR 2005, 2005
Proceedings of the 2005 International Computer Music Conference, 2005
2004
Estimating The Tonality Of Polyphonic Audio Files: Cognitive Versus Machine Learning Modelling Strategies.
Proceedings of the ISMIR 2004, 2004
2002
Audio Fingerprinting: Concepts and Application.
Proceedings of the FSDK'02, 2002