Brian McFee

Perfect Harmony Health — United States

Computer Science · Physical Sciences

29h-index6.1kcitations115works1.82yr avg
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Research Topics

Music and Audio Processing(67), Music Technology and Sound Studies(41), Speech and Audio Processing(28), Speech Recognition and Synthesis(13), Diverse Musicological Studies(11)

Publications115 total

Hybrid Losses for Hierarchical Embedding Learning
2025
Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects
2025Open Access
Hybrid Losses for Hierarchical Embedding Learning
arXiv (Cornell University)·2025Open Access
Sound Scene Synthesis at the DCASE 2024 Challenge
arXiv (Cornell University)·2025Open Access
Proceedings of the 1st Latin American Music Information Retrieval Workshop (LAMIR)
arXiv (Cornell University)·2024Open Access
Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis
SPIRE - Sciences Po Institutional REpository·2024Open Access
Zero-Shot Structure Labeling with Audio And Language Model Embeddings
SPIRE - Sciences Po Institutional REpository·2024Open Access
Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio Generation
arXiv (Cornell University)·2024Open Access
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms
2024· 18 cited
bmcfee/resampy: 0.4.3
Zenodo (CERN European Organization for Nuclear Research)·2024· 1 citedOpen Access
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms
arXiv (Cornell University)·2024Open Access
Self-Supervised Learning of Multi-Level Audio Representations for Music Segmentation
IEEE/ACM Transactions on Audio Speech and Language Processing·2024· 3 citedOpen Access
A Repetition-Based Triplet Mining Approach for Music Segmentation
SPIRE - Sciences Po Institutional REpository·2023Open Access
Algorithmes d'évaluation efficaces pour la détection d'évènements sonores
SPIRE - Sciences Po Institutional REpository·2023Open Access
The short-time Fourier transform
2023· 5 cited
Fast Fourier transform
2023
The Discrete Fourier Transform
2023
Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization
arXiv (Cornell University)·2023· 1 citedOpen Access
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings
arXiv (Cornell University)·2023Open Access
Pre-training Audio Embeddings
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Gert Lanckriet(16), Juan Pablo Bello(13), Oriol Nieto(12), Colin Raffel(8), Matt McVicar(7), Eric Battenberg(7), Rachel Bittner(7), Dan Ellis(6), Josh Moore(6), Daniel P. W. Ellis(5), Justin Salamon(5), Stefan Balke(5), Ryuichi Yamamoto(5), Fabian-Robert Stöter(5), Keunwoo Choi(5), Dawen Liang(4), Eric J. Humphrey(4), Vincent Lostanlen(4), Carolina Galleguillos(4), Carl Thomé(4)