Shabnam Ghaffarzadegan

According to our database, Shabnam Ghaffarzadegan authored at least 26 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CLAP4Emo: ChatGPT-Assisted Speech Emotion Retrieval with Natural Language Supervision.

Wei-Cheng Lin, Shabnam Ghaffarzadegan, Luca Bondi, Abinaya Kumar, Samarjit Das, Ho-Hsiang Wu

Proceedings of the IEEE International Conference on Acoustics, 2024

Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?

Stefano Damiano, Luca Bondi, Shabnam Ghaffarzadegan, Andre Guntoro, Toon van Waterschoot

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Two vs. Four-Channel Sound Event Localization and Detection.

Julia Wilkins, Magdalena Fuentes, Luca Bondi, Shabnam Ghaffarzadegan, Ali Abavisani, Juan Pablo Bello

CoRR, 2023

Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection.

Wei-Cheng Lin, Luca Bondi, Shabnam Ghaffarzadegan

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma.

Shabnam Ghaffarzadegan, Luca Bondi, Ho-Hsiang Wu, Sirajum Munir, Kelly J. Shields, Samarjit Das, Joseph Aracri

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2021

Unsupervised Discriminative Learning of Sounds for Audio Event Classification.

Sascha Hornauer, Ke Li, Stella X. Yu, Shabnam Ghaffarzadegan, Liu Ren

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng, Taufiq Hasan

IEEE J. Biomed. Health Informatics, 2020

Visualizing Classification Structure of Large-Scale Classifiers.

Bilal Alsallakh, Zhixin Yan, Shabnam Ghaffarzadegan, Zeng Dai, Liu Ren

CoRR, 2020

An Ontology-Aware Framework for Audio Event Classification.

Yiwei Sun, Shabnam Ghaffarzadegan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Self-supervised Attention Model for Weakly Labeled Audio Event Classification.

Bongjun Kim, Shabnam Ghaffarzadegan

Proceedings of the 27th European Signal Processing Conference, 2019

A Real-Time Audio Monitoring Framework with Limited Data for Constrained Devices.

Asif Salekin, Shabnam Ghaffarzadegan, Zhe Feng, John A. Stankovic

Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification.

Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

End-to-End Neural Network Based Automated Speech Scoring.

Lei Chen, Jidong Tao, Shabnam Ghaffarzadegan, Yao Qian

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection.

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Deep Multiple Instance Feature Learning via Variational Autoencoder.

Shabnam Ghaffarzadegan

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Deep neural network training for whispered speech recognition using small databases and generative model sampling.

Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen

Int. J. Speech Technol., 2017

Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features.

Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng, John H. L. Hansen, Taufiq Hasan

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Occupancy Detection in Commercial and Residential Environments Using Audio Signal.

Shabnam Ghaffarzadegan, Attila Reiss, Mirko Ruhs, Robert Dürichen, Zhe Feng

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Crowdsourced Continuous Improvement of Medical Speech Recognition.

Wael Salloum, Erik Edwards, Shabnam Ghaffarzadegan, David Suendermann-Oeft, Mark Miller

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Generative Modeling of Pseudo-Whisper for Robust Whispered Speech Recognition.

Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Exploring deep learning architectures for automatically grading non-native spontaneous speech.

Jidong Tao, Shabnam Ghaffarzadegan, Lei Chen, Klaus Zechner

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Leveraging automatic speech recognition in cochlear implants for improved speech intelligibility under reverberation.

Oldooz Hazrati Yadkoori, Shabnam Ghaffarzadegan, John H. L. Hansen

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generative modeling of pseudo-target domain adaptation samples for whispered speech recognition.

Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Model and feature based compensation for whispered speech recognition.

Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

UT-Vocal Effort II: Analysis and constrained-lexicon recognition of whispered speech.

Shabnam Ghaffarzadegan, Hynek Boril, John H. L. Hansen

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

Efficient Frequency Domain Implementation of Noncausal Multichannel Blind Deconvolution for Convolutive Mixtures of Speech.

Seyedmahdad Mirsamadi, Shabnam Ghaffarzadegan, Hamid Sheikhzadeh, Seyed Mohammad Ahadi, Amir Hossein Rezaie

IEEE Trans. Speech Audio Process., 2012