Spremljaj
Shabnam Ghaffarzadegan
Shabnam Ghaffarzadegan
Lead Research Scientist, Bosch Research and Technology Center
Preverjeni e-poštni naslov na us.bosch.com
Naslov
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Leto
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
982018
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
832020
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
602016
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
452017
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
432014
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
392018
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
392016
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
332018
An ontology-aware framework for audio event classification
Y Sun, S Ghaffarzadegan
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
282020
Model and feature based compensation for whispered speech recognition.
S Ghaffarzadegan, H Boril, JHL Hansen
INTERSPEECH, 2420-2424, 2014
242014
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
232017
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
Method and system for detecting abnormal heart sounds
S Ghaffarzadegan, Z Feng, AI Humayun, T Hasan
US Patent App. 16/033,296, 2019
152019
Crowdsourced Continuous Improvement of Medical Speech Recognition.
W Salloum, E Edwards, S Ghaffarzadegan, D Suendermann-Oeft, M Miller
AAAI Workshops, 2017
142017
Can synthetic data boost the training of deep acoustic vehicle counting networks?
S Damiano, L Bondi, S Ghaffarzadegan, A Guntoro, T van Waterschoot
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
132024
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
132015
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
122017
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
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
82021
End-to-end neural network based automated speech scoring
D Suendermann-Oeft, L Chen, J Tao, S Ghaffarzadegan, Y Qian
US Patent 10,937,444, 2021
82021
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