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Fatemeh Pishdadian
Fatemeh Pishdadian
Audio ML&DSP Research Engineer @ Apple
Verified email at u.northwestern.edu - Homepage
Title
Cited by
Cited by
Year
Finding strength in weakness: Learning to separate sounds with weak supervision
F Pishdadian, G Wichern, J Le Roux
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2386-2399, 2020
402020
Music/voice separation using the 2d fourier transform
P Seetharaman, F Pishdadian, B Pardo
2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017
292017
Predicting algorithm efficacy for adaptive multi-cue source separation
E Manilow, P Seetharaman, F Pishdadian, B Pardo
2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017
202017
Learning to separate sounds from weakly labeled scenes
F Pishdadian, G Wichern, J Le Roux
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
152020
A multi-resolution approach to common fate-based audio separation
F Pishdadian, B Pardo, A Liutkus
2017 IEEE international conference on acoustics, speech and signal …, 2017
142017
Multi-resolution common fate transform
F Pishdadian, B Pardo
IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (2), 342-354, 2018
112018
On the transcription of monophonic melodies in an instance-based pitch classification scenario
F Pishdadian, JK Nelson
2013 IEEE Digital Signal Processing and Signal Processing Education Meeting …, 2013
72013
Classifying non-speech vocals: Deep vs signal processing representations
F Pishdadian, P Seetharaman, B Kim, B Pardo
62019
Weakly supervised source-specific sound level estimation in noisy soundscapes
A Cramer, M Cartwright, F Pishdadian, JP Bello
2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021
32021
Interactive Audio Lab
B Pardo
32018
NUSSL: the northwestern university source separation library
E Manilow, P Seetharaman, F Pishdadian, B Pardo
22018
Automatic transcription of monophonic piano music
F Pishdadian, JK Nelson
The Journal of the Acoustical Society of America 132 (3_Supplement), 1885-1885, 2012
12012
Manufacturing automation using acoustic separation neural network
G Wichern, J Le Roux, F Pishdadian
US Patent 11,579,598, 2023
2023
Auditory-Inspired Approaches to Audio Representation and Analysis for Machine Hearing
F Pishdadian
Northwestern University, 2020
2020
An Instance-Based Classification Approach to Automatic Transcription of Monophonic Melodies
F Pishdadian
2014
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Articles 1–15