Shabnam Ghaffarzadegan

35 papers A 8B 1Misc 9Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Towards Few-Shot Training-Free Anomaly Sound Detection. INTERSPEECH Ho-Hsiang Wu, Wei-Cheng Lin, Abinaya Kumar, Luca Bondi, Shabnam Ghaffarzadegan, Juan Pablo Bello
2024	Misc	`conf`	CLAP4Emo: ChatGPT-Assisted Speech Emotion Retrieval with Natural Language Supervision. ICASSP Wei-Cheng Lin, Shabnam Ghaffarzadegan, Luca Bondi, Abinaya Kumar, Samarjit Das, Ho-Hsiang Wu
2024	Misc	`conf`	Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? ICASSP Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
2024	J	`jnl`	Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? CoRR Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot
2024	A	`conf`	Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting. INTERSPEECH Shabnam Ghaffarzadegan, Luca Bondi, Wei-Cheng Lin, Abinaya Kumar, Ho-Hsiang Wu, Hans-Georg Horst, Samarjit Das
2023	A	`conf`	Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma. INTERSPEECH Shabnam Ghaffarzadegan, Luca Bondi, Ho-Hsiang Wu, Sirajum Munir, Kelly J. Shields, Samarjit Das, Joseph Aracri
2023	A	`conf`	Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection. INTERSPEECH Wei-Cheng Lin, Luca Bondi, Shabnam Ghaffarzadegan
2023	J	`jnl`	Two vs. Four-Channel Sound Event Localization and Detection. CoRR Julia Wilkins, Magdalena Fuentes, Luca Bondi, Shabnam Ghaffarzadegan, Ali Abavisani, Juan Pablo Bello
2021	Misc	`conf`	Unsupervised Discriminative Learning of Sounds for Audio Event Classification. ICASSP Sascha Hornauer, Ke Li, Stella X. Yu, Shabnam Ghaffarzadegan, Liu Ren
2021	J	`jnl`	Unsupervised Discriminative Learning of Sounds for Audio Event Classification. CoRR Sascha Hornauer, Ke Li, Stella X. Yu, Shabnam Ghaffarzadegan, Liu Ren
2020	Misc	`conf`	An Ontology-Aware Framework for Audio Event Classification. ICASSP Yiwei Sun, Shabnam Ghaffarzadegan
2020	J	`jnl`	An Ontology-Aware Framework for Audio Event Classification. CoRR Yiwei Sun, Shabnam Ghaffarzadegan
2020	J	`jnl`	Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks. IEEE J. Biomed. Health Informatics Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan
2020	J	`jnl`	Visualizing Classification Structure of Large-Scale Classifiers. CoRR Bilal Alsallakh, Zhixin Yan, Shabnam Ghaffarzadegan, Zeng Dai, Liu Ren
2019	B	`conf`	A Real-Time Audio Monitoring Framework with Limited Data for Constrained Devices. DCOSS Asif Salekin, Shabnam Ghaffarzadegan, Zhe Feng, John A. Stankovic
2019	—	`conf`	Self-supervised Attention Model for Weakly Labeled Audio Event Classification. EUSIPCO Bongjun Kim, Shabnam Ghaffarzadegan
2019	J	`jnl`	Self-supervised Attention Model for Weakly Labeled Audio Event Classification. CoRR Bongjun Kim, Shabnam Ghaffarzadegan
2018	A	`conf`	An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. INTERSPEECH Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	J	`jnl`	An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification. CoRR Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	—	`conf`	Deep Multiple Instance Feature Learning via Variational Autoencoder. AAAI Workshops Shabnam Ghaffarzadegan
2018	J	`jnl`	Deep Multiple Instance Feature Learning via Variational Autoencoder. CoRR Shabnam Ghaffarzadegan
2018	Misc	`conf`	End-to-End Neural Network Based Automated Speech Scoring. ICASSP Lei Chen, Jidong Tao, Shabnam Ghaffarzadegan, Yao Qian
2018	—	`conf`	Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. EMBC Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2018	J	`jnl`	Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection. CoRR Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan
2017	A	`conf`	Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features. INTERSPEECH Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng, John H. L. Hansen, Taufiq Hasan
2017	—	`conf`	Crowdsourced Continuous Improvement of Medical Speech Recognition. AAAI Workshops Wael Salloum, Erik Edwards, Shabnam Ghaffarzadegan, David Suendermann-Oeft, Mark Miller
2017	J	`jnl`	Deep neural network training for whispered speech recognition using small databases and generative model sampling. Int. J. Speech Technol. Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen
2017	A	`conf`	Occupancy Detection in Commercial and Residential Environments Using Audio Signal. INTERSPEECH Shabnam Ghaffarzadegan, Attila Reiss, Mirko Ruhs, Robert Dürichen, Zhe Feng
2016	Misc	`conf`	Exploring deep learning architectures for automatically grading non-native spontaneous speech. ICASSP Jidong Tao, Shabnam Ghaffarzadegan, Lei Chen, Klaus Zechner
2016	J	`jnl`	Generative Modeling of Pseudo-Whisper for Robust Whispered Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen
2015	Misc	`conf`	Generative modeling of pseudo-target domain adaptation samples for whispered speech recognition. ICASSP Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen
2015	Misc	`conf`	Leveraging automatic speech recognition in cochlear implants for improved speech intelligibility under reverberation. ICASSP Oldooz Hazrati Yadkoori, Shabnam Ghaffarzadegan, John H. L. Hansen
2014	A	`conf`	Model and feature based compensation for whispered speech recognition. INTERSPEECH Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen
2014	Misc	`conf`	UT-Vocal Effort II: Analysis and constrained-lexicon recognition of whispered speech. ICASSP Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen
2012	J	`jnl`	Efficient Frequency Domain Implementation of Noncausal Multichannel Blind Deconvolution for Convolutive Mixtures of Speech. IEEE Trans. Speech Audio Process. Seyedmahdad Mirsamadi, Shabnam Ghaffarzadegan, Hamid Sheikhzadeh, Seyed Mohammad Ahadi, Amir Hossein Rezaie