Brian McFee

Brian McFee

New York University

H-index: 34

North America-United States

About Brian McFee

Brian McFee, With an exceptional h-index of 34 and a recent h-index of 27 (since 2020), a distinguished researcher at New York University, specializes in the field of machine learning, music information retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation

Spatial scaper: a library to simulate and augment soundscapes for sound event localization and detection in realistic rooms

A Repetition-based Triplet Mining Approach for Music Segmentation

Efficient Evaluation Algorithms for Sound Event Detection

Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization

Transfer Learning and Bias Correction with Pre-trained Audio Embeddings

Ask Brian McFee# 2: Working With Multitrack Audio Collections

Foley sound synthesis at the dcase 2023 challenge

Brian McFee Information

University

Position

Music and Performing Arts Professions / Center for Data Science

Citations(all)

7865

Citations(since 2020)

5368

Cited By

4517

hIndex(all)

34

hIndex(since 2020)

27

i10Index(all)

55

i10Index(since 2020)

46

Email

University Profile Page

Google Scholar

Brian McFee Skills & Research Interests

machine learning

music information retrieval

Top articles of Brian McFee

Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation

2024/3/1

Brian Mcfee
Brian Mcfee

H-Index: 24

Spatial scaper: a library to simulate and augment soundscapes for sound event localization and detection in realistic rooms

arXiv preprint arXiv:2401.12238

2024/1/19

Brian Mcfee
Brian Mcfee

H-Index: 24

Juan P Bello
Juan P Bello

H-Index: 35

A Repetition-based Triplet Mining Approach for Music Segmentation

2023/11/5

Brian Mcfee
Brian Mcfee

H-Index: 24

Efficient Evaluation Algorithms for Sound Event Detection

2023/10/20

Vincent Lostanlen
Vincent Lostanlen

H-Index: 15

Brian Mcfee
Brian Mcfee

H-Index: 24

Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization

arXiv preprint arXiv:2309.03337

2023/9/6

Brian Mcfee
Brian Mcfee

H-Index: 24

Transfer Learning and Bias Correction with Pre-trained Audio Embeddings

2023/11

Changhong Wang
Changhong Wang

H-Index: 6

Brian Mcfee
Brian Mcfee

H-Index: 24

Ask Brian McFee# 2: Working With Multitrack Audio Collections

SPOKENWEBLOG

2023/7/7

Brian Mcfee
Brian Mcfee

H-Index: 24

Foley sound synthesis at the dcase 2023 challenge

arXiv preprint arXiv:2304.12521

2023/4/25

Total variation in vocals over time

Demo Session at 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

2023/10/22

Elena Georgieva
Elena Georgieva

H-Index: 0

Brian Mcfee
Brian Mcfee

H-Index: 24

Automatic Recognition of Cascaded Guitar Effects

Proceedings of the International Conference on Digital Audio Effects

2023

Brian Mcfee
Brian Mcfee

H-Index: 24

Learning multi-level representations for hierarchical music structure analysis

2022/12/4

Brian Mcfee
Brian Mcfee

H-Index: 24

A proposal for foley sound synthesis challenge

arXiv preprint arXiv:2207.10760

2022/7/21

Brian Mcfee
Brian Mcfee

H-Index: 24

Automatic Hierarchy Expansion for Improved Structure and Chord Evaluation

2021

Brian Mcfee
Brian Mcfee

H-Index: 24

Music recommendation systems: Techniques, use cases, and challenges

2021/11/22

Multi-task self-supervised pre-training for music classification

2021/6/6

Sound event detection in urban audio with single and multi-rate PCEN

2021/6/6

Brian Mcfee
Brian Mcfee

H-Index: 24

Interactive learning of signal processing through music: making fourier analysis concrete for students

IEEE Signal Processing Magazine

2021/4/28

Brian Mcfee
Brian Mcfee

H-Index: 24

Diarization of legal proceedings. Identifying and transcribing judicial speech from recorded court audio

arXiv preprint arXiv:2104.01304

2021/4/3

Brian Mcfee
Brian Mcfee

H-Index: 24

Multiple f0 estimation in vocal ensembles using convolutional neural networks

arXiv preprint arXiv:2009.04172

2020/9/9

Entrofy your cohort: A transparent method for diverse cohort selection

Plos one

2020/7/27

Daniela Huppenkothen
Daniela Huppenkothen

H-Index: 20

Brian Mcfee
Brian Mcfee

H-Index: 24

See List of Professors in Brian McFee University(New York University)

Co-Authors

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