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Shabnam Ghaffarzadegan
Shabnam Ghaffarzadegan
Lead Research Scientist, Bosch Research and Technology Center
Bestätigte E-Mail-Adresse bei us.bosch.com
Titel
Zitiert von
Zitiert von
Jahr
End-to-End Neural Network Based Automated Speech Scoring
L Chen, J Tao, S Ghaffarzadegan, Y Qia
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018
872018
Towards domain invariant heart sound abnormality detection using learnable filterbanks
AI Humayun, S Ghaffarzadegan, MI Ansari, Z Feng, T Hasan
IEEE journal of biomedical and health informatics 24 (8), 2189-2198, 2020
632020
Exploring deep learning architectures for automatically grading non-native spontaneous speech
J Tao, S Ghaffarzadegan, L Chen, K Zechner
2016 IEEE International conference on acoustics, speech and signal …, 2016
582016
UT-VOCAL EFFORT II: Analysis and constrained-lexicon recognition of whispered speech
S Ghaffarzadegan, H Bořil, JHL Hansen
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
422014
Acoustic scene classification using a CNN-SuperVector system trained with auditory and spectrogram image features.
R Hyder, S Ghaffarzadegan, Z Feng, JHL Hansen, T Hasan
Interspeech, 3073-3077, 2017
412017
Generative modeling of pseudo-whisper for robust whispered speech recognition
S Ghaffarzadegan, H Bořil, JHL Hansen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (10 …, 2016
382016
Learning front-end filter-bank parameters using convolutional neural networks for abnormal heart sound detection
AI Humayun, S Ghaffarzadegan, Z Feng, T Hasan
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
322018
An ontology-aware framework for audio event classification
Y Sun, S Ghaffarzadegan
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
262020
Model and feature based compensation for whispered speech recognition
S Ghaffarzadegan, H Bořil, JHL Hansen
Fifteenth Annual Conference of the International Speech Communication …, 2014
262014
An ensemble of transfer, semi-supervised and supervised learning methods for pathological heart sound classification
AI Humayun, MT Khan, S Ghaffarzadegan, Z Feng, T Hasan
arXiv preprint arXiv:1806.06506, 2018
252018
Leveraging automatic speech recognition in cochlear implants for improved speech intelligibility under reverberation
O Hazrati, S Ghaffarzadegan, JHL Hansen
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
222015
Deep neural network training for whispered speech recognition using small databases and generative model sampling
S Ghaffarzadegan, H Bořil, JHL Hansen
International Journal of Speech Technology 20, 1063-1075, 2017
202017
Generative modeling of pseudo-target domain adaptation samples for whispered speech recognition
S Ghaffarzadegan, H Boşil, JHL Hansen
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
202015
BUET bosch consortium (B2C) acoustic scene classification systems for DCASE 2017
R Hyder, S Ghaffarzadegan, Z Feng, T Hasan
IEEE AASP Challenge on DCASE 2017 technical reports, 2017
142017
Method and system for detecting abnormal heart sounds
S Ghaffarzadegan, Z Feng, AI Humayun, T Hasan
US Patent App. 16/033,296, 2019
132019
Crowdsourced continuous improvement of medical speech recognition
W Salloum, E Edwards, S Ghaffarzadegan, D Suendermann-Oeft, M Miller
Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017
132017
Self-supervised attention model for weakly labeled audio event classification
B Kim, S Ghaffarzadegan
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
92019
Efficient frequency domain implementation of noncausal multichannel blind deconvolution for convolutive mixtures of speech
S Mirsamadi, S Ghaffarzadegan, H Sheikhzadeh, SM Ahadi, AH Rezaie
IEEE transactions on audio, speech, and language processing 20 (8), 2365-2377, 2012
82012
Occupancy Detection in Commercial and Residential Environments Using Audio Signal.
S Ghaffarzadegan, A Reiss, M Ruhs, R Duerichen, Z Feng
INTERSPEECH, 3802-3806, 2017
72017
Unsupervised discriminative learning of sounds for audio event classification
S Hornauer, K Li, XY Stella, S Ghaffarzadegan, L Ren
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
62021
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