Publications

Sep 30, 2025|ICML
LLARK : A Multimodal Instruction-Following Language Model for Music
Joshua Gardner, Simon Durand, Daniel Stoller, Rachel Bittner
Sep 9, 2025|RecSys
Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Marco De Nadai, Andreas Damianou, Mounia Lalmas
Apr 29, 2025|2024 IEEE Spoken Language Technology Workshop (SLT)
Classification Of Spontaneous And Scripted Speech For Multilingual Audio
Shahar Elisha, Andrew McDowell, Mariano Beguerisse-Díaz, Emmanouil Benetos
Nov 29, 2024|SIAM Journal on Mathematics of Data Science
Topological Fingerprints for Audio Identification
Wojciech Reise, Ximena Fernández, Maria Dominguez, Heather A. Harrington, Mariano Beguerisse-Díaz
Aug 15, 2023|Interspeech
Lightweight and Efficient Spoken Language Identification of Long-form Audio
Winstead Zhu, Md Iftekhar Tanveer, Yang Janet Liu, Seye Ojumu, Rosie Jones
Jun 4, 2023|ICASSP
Contrastive Learning-based Audio to Lyrics Alignment for Multiple Languages
Simon Durand, Daniel Stoller, Sebastian Ewert
Sep 20, 2022|Interspeech
Unsupervised Speaker Diarization that is Agnostic to Language Overlap Aware and Free of Tuning
M Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren, Rosie Jones
Sep 20, 2022|Interspeech
Exploring audio-based stylistic variation in podcasts
Katariina Martikainen, Jussi Karlgren, Khiet Truong
Jul 23, 2022|IJCAI
Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
Jul 12, 2022|SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
Jun 7, 2022|ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
May 22, 2022|ICASSP
Few-shot musical source separation
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
May 22, 2022|ICASSP
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
Rachel Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
May 22, 2022|ICASSP
Improving Lyrics Alignment through Joint Pitch Detection
Jiawen Huang, Emmanouil Benetos, Sebastian Ewert
Oct 22, 2021|IEEE Signal Processing Magazine
Audio-Based Musical Version Identification: Elements and challenges
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
Sep 30, 2020|PLOS One
The skipping behavior of users of music streaming services and its relation to musical structure
Nicola Montecchio, Pierre Roy, François Pachet
Sep 22, 2020|RecSys
Investigating the Impact of Audio States & Transitions for Track Sequencing in Music Streaming Sessions
Aaron Ng, Rishabh Mehrotra
Aug 5, 2020|ISMIR - International Society for Music Information Retrieval Conference
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations
Gabriel Meseguer-Brocal, Rachel Bittner, Simon Durand, Brian Brost
Jul 20, 2020|IJCAI - International Joint Conference on Artificial Intelligence
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
Daniel Stoller, Mi Tian, Sebastian Ewert, and Simon Dixon
Jul 19, 2020|WCCI/IJCNN - IEEE World Congress on Computational Intelligence / International Joint Conference on Neural Networks
Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity Networks
Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso

Explore our publications and scientific contributions

LLARK : A Multimodal Instruction-Following Language Model for Music

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Classification Of Spontaneous And Scripted Speech For Multilingual Audio

Topological Fingerprints for Audio Identification

Lightweight and Efficient Spoken Language Identification of Long-form Audio

Contrastive Learning-based Audio to Lyrics Alignment for Multiple Languages

Unsupervised Speaker Diarization that is Agnostic to Language Overlap Aware and Free of Tuning

Exploring audio-based stylistic variation in podcasts

Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio

What Makes a Good Podcast Summary?

The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood

Few-shot musical source separation

A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation

Improving Lyrics Alignment through Joint Pitch Detection

Audio-Based Musical Version Identification: Elements and challenges

The skipping behavior of users of music streaming services and its relation to musical structure

Investigating the Impact of Audio States & Transitions for Track Sequencing in Music Streaming Sessions

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations

Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling

Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity Networks