Lightweight and Efficient Spoken Language Identification of Long-form Audio
Winstead Zhu, Md Iftekhar Tanveer, Yang Janet Liu, Seye Ojumu, Rosie Jones
Audio Intelligence
39 publications
August 2023 | Interspeech
June 2023 | ICASSP
Contrastive Learning-based Audio to Lyrics Alignment for Multiple Languages
Simon Durand, Daniel Stoller, Sebastian Ewert
September 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
September 2022 | Interspeech
Exploring audio-based stylistic variation in podcasts
Katariina Martikainen, Jussi Karlgren, Khiet Truong
July 2022 | IJCAI
Towards Robust Unsupervised Disentanglement of Sequential Data – A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
July 2022 | SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
June 2022 | ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
May 2022 | ICASSP
Few-shot musical source separation
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
May 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 2022 | ICASSP
Improving Lyrics Alignment through Joint Pitch Detection
Jiawen Huang, Emmanouil Benetos, Sebastian Ewert
October 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
September 2020 | PLOS One
The skipping behavior of users of music streaming services and its relation to musical structure
Nicola Montecchio, Pierre Roy, François Pachet
September 2020 | RecSys
Investigating the Impact of Audio States & Transitions for Track Sequencing in Music Streaming Sessions
Aaron Ng, Rishabh Mehrotra
August 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
July 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
July 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
November 2019 | ISMIR
mirdata: Software for Reproducible Usage of Datasets
Rachel M Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
November 2019 | ISMIR
Generalized Metrics for Single-F0 Estimation Evaluation
Rachel M. Bittner, Juan J Bosch
November 2019 | ISMIR - International Society for Music Information Retrieval Conference
Generalized Metrics for Single-F0 Estimation Evaluation
Rachel M. Bittner, Juan J Bosch
October 2019 | ACM MM - ACM International Conference on Multimedia
Towards a Perceptual Loss: Using a Neural Network Codec Approximation as a Loss for Generative Audio Models
Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso