Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms
Roman, I.R.,
Ick, C.,
Ding, S.,
Roman, A.S., McFee, B., and
Bello, J.P.
International conference on acoustics, speech and signal processing (ICASSP).
Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation
Buisson, M., McFee, B.,
Essid, S., and Crayencour, H.
IEEE Transactions on Audio, Speech and Language Processing (to appear)
A Repetition-based Triplet Mining Approach for Music Segmentation
Buisson, M., McFee, B.,
Essid, S., and Crayencour, H.
International society for music information retrieval (ISMIR) conference.
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings
International society for music information retrieval (ISMIR) conference.
Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
Efficient Evaluation Algorithms for Sound Event Detection
Lostanlen, V. and McFee, B.
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
Foley Sound Synthesis at the DCASE 2023 Challenge
Choi, K.,
Im, J.,
Heller, L.M., McFee, B.,
Imoto, K., Okamoto, Y.,
Lagrange, M., and
Takamichi, S.
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)
Automatic recognition of cascaded guitar effects
Guo, J. and McFee, B.
International conference on digital audio effects (DAFx)
Learning multi-level representations for hierarchical music structure analysis
Buisson, M., McFee, B.,
Essid, S., and Crayencour, H.
International society for music information retrieval (ISMIR) conference.
Automatic Hierarchy Expansion for Improved Structure and Chord Evaluation
Kinnaird, K. and McFee, B.
Transactions of the International Society for Music Information Retrieval
Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN
International conference on acoustics, speech and signal processing (ICASSP).
Multi-Task Self-Supervised Pre-Training for Music Classification
Wu, H.H., Kao, C.C., Tang, Q., Sun, M., McFee, B.,
Bello, J.P., and Wang, C.
International conference on acoustics, speech and signal processing (ICASSP).
Interactive Learning of Signal Processing Through Music: Making Fourier Analysis Concrete for Students
IEEE Signal Processing Magazine
Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications
Nieto, O.,
Mysore, G.J.,
Wang, C.,
Smith, J.B.L.,
Schlüter, J.,
Grill, T., and McFee, B.
Transactions of the International Society for Music Information Retrieval
Multiple F0 estimation in vocal ensembles using convolutional neural networks
International society for music information retrieval (ISMIR) conference.
Entrofy your cohort: a transparent method for diverse cohort selection
Huppenkothen, D., McFee, B., and Norén, L.
PLOS ONE
Learning the helix topology of musical pitch
International conference on acoustics, speech and signal processing (ICASSP).
Improving structure evaluation through automatic hierarchy expansion
McFee, B. and
Kinnaird, K.
International society for music information retrieval (ISMIR) conference.
Voice anonymization in urban sound recordings
International workshop on machine learning for signal processing (MLSP).
Enhanced hierarchical music structure annotations via feature level similarity fusion
Tralie, C.J. and McFee, B.
International conference on acoustics, speech and signal processing (ICASSP).
A music structure informed downbeat tracking system using skip-chain conditional random fields and deep learning
Fuentes, M., McFee, B., Crayencour, H.,
Essid, S., and
Bello, J.P.
International conference on acoustics, speech and signal processing (ICASSP).
Open source practices for music signal processing research
McFee, B.,
Kim, J.W.,
Cartwright, M.,
Salamon, J.,
Bittner, R.M., and
Bello, J.P.
IEEE Signal Processing Magazine
Per-channel energy normalization: why and how
Lostanlen, V.,
Salamon, J.,
Cartwright, M., McFee, B.,
Farnsworth, A.,
Kelling, S., and
Bello, J.P.
IEEE Signal Processing Letters
Adaptive pooling operators for weakly labeled sound event detection
IEEE Transactions on Audio, Speech and Language Processing
OpenMIC-2018: An open dataset for multiple instrument recognition
19th International Society for Music Information Retrieval (ISMIR) conference
Analysis of common design choices in deep learning systems for downbeat tracking
Fuentes, M., McFee, B., Crayencour, H.,
Essid, S., and
Bello, J.P.
19th International Society for Music Information Retrieval (ISMIR) conference
Bubble cooperative networks for identifying important speech cues
InterSpeech
Evaluating hierarchical structure in music annotations
Frontiers in Psychology
Structured training for large-vocabulary chord recognition
McFee, B. and
Bello, J.P.
18th International Society for Music Information Retrieval (ISMIR) conference
2017
Best student paper award
Deep salience representations for F0 estimation in polyphonic music
18th International Society for Music Information Retrieval (ISMIR) conference
Statistical methods for scene and event classification
McFee, B.
Computational Analysis of Sound Scenes and Events
resampy: efficient sample rate conversion in python
McFee, B.
The Journal of Open Source Software
A plan for sustainable MIR evaluation
17th International Society for Music Information Retrieval (ISMIR) conference
A software framework for musical data augmentation
16th International Society for Music Information Retrieval (ISMIR) conference
Hierarchical evaluation of segment boundary detection
16th International Society for Music Information Retrieval (ISMIR) conference
librosa: Audio and Music Signal Analysis in Python
McFee, B.,
Raffel, C.,
Liang, D.,
Ellis, D.P.W.,
McVicar, M.,
Battenberg, E., and
Nieto, O.
14th annual Scientific Computing with Python conference (SciPy)
2014
Best oral presentation award
Analyzing song structure with spectral clustering
McFee, B. and
Ellis, D.P.W.
15th International Society for Music Information Retrieval (ISMIR) conference
2014
Best poster presentation award
mir_eval: a transparent implementation of common MIR metrics
Raffel, C., McFee, B.,
Salamon, J.,
Humphrey, E.,
Nieto, O.,
Liang, D., and
Ellis, D.P.W.
15th International Society for Music Information Retrieval (ISMIR) conference
Codebook-based audio feature representation for music information retrieval
IEEE Transactions on Audio, Speech and Language Processing
Speech enhancement by low-rank and convolutive dictionary spectrogram decomposition
Interspeech
Learning to segment songs with ordinal linear discriminant analysis
McFee, B. and
Ellis, D.P.W.
International conference on acoustics, speech and signal processing (ICASSP)
Better beat tracking through robust onset aggregation
McFee, B. and
Ellis, D.P.W.
International conference on acoustics, speech and signal processing (ICASSP)
Iterative category discovery via multiple kernel metric learning
International Journal of Computer Vision
Robust structural metric learning
30th International Conference on Machine Learning (ICML)
Hypergraph models of playlist dialects
13th International Society for Music Information Retrieval (ISMIR) conference
How significant is statistically significant? The case of audio music similarity and retrieval
13th International Society for Music Information Retrieval (ISMIR) conference
The Million Song Dataset Challenge
4th International Workshop on Advances in Music Information Research (AdMIRe)
Learning content similarity for music recommendation
IEEE Transactions on Audio, Speech and Language Processing
2011
Best poster presentation award
The natural language of playlists
12th International Society for Music Information Retrieval (ISMIR) conference
Large-scale music similarity search with spatial trees
12th International Society for Music Information Retrieval (ISMIR) conference
From region similarity to category discovery
IEEE conference on Computer Vision and Pattern Recognition (CVPR)
Learning multi-modal similarity
Journal of Machine Learning Research (JMLR)
Contextual object localization with multiple kernel nearest neighbor
IEEE Transactions on Image Processing (TIP)
Learning similarity from collaborative filters
11th International Society for Music Information Retrieval (ISMIR) conference
Collaborative filtering based on P2P networks
11th International Society for Music Information Retrieval (ISMIR) conference
Metric learning to rank
Twenty-seventh International Conference on Machine Learning (ICML)
Multi-class object localization by combining local contextual interactions
IEEE conference on Computer Vision and Pattern Recognition (CVPR)
2009
Best presentation award
Heterogeneous embedding for subjective artist similarity
10th International Society for Music Information Retrieval (ISMIR) conference
Partial order embedding with multiple kernels
Twenty-sixth International Conference on Machine Learning (ICML)