Keywords:
- AIM
- Anti-spoofing
- Biometrics
- BoAW
- breathing pattern estimation
- breathing patterns
- CNN
- ComParE features
- Convolutional neural network
- COVID-19 identification
- deep learning
- deep neural networks
- domain adaptation
- Emotion Recognition
- Face Presentation Attack Detection
- Face presentation attack detection (PAD)
- Face Recognition
- Makeup Attack Detection
- Makeup Attacks
- modalities fusion
- Mult-channel sensors.
- near-infrared
- neural network
- Old-Age Makeups
- Phoneme recognition
- pre-trained embedding
- Presentation Attack Detection
- Respiratory parameters
- score fusion
- Self-supervised embedding
- Shape descriptor
- signal processing
- Speech breathing
- Speech technology
- Synthetic speech
- Texture Descriptor
Publications of Zohreh Mostaani
2024
| Estimating Breathing Pattern from Raw Speech Waveform and Short-term Speech Spectrum using Neural Networks, , , , and , Idiap-RR-12-2024 |
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| Predicting Heart Activity from Speech using Data-driven and Knowledge-based features, , and , in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2024 |
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2022
| Comparing Biosignal and Acoustic feature Representation for Continuous Emotion Recognition, , , , and , in: International Multimodal Sentiment Analysis Workshop and Challenge, 2022 |
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| Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR, , , , , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022 |
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| Modeling Of Pre-trained Neural Network Embeddings Learned From Raw Waveform For Covid-19 Infection Detection, , , and , in: Proceedings of ICASSP, 2022 |
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| On Breathing Pattern Information in Synthetic Speech, and , in: Proceedings of Interspeech, 2022 |
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2021
| Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings, , , , and , in: Neural Networks, 141:211--224, 2021 |
[DOI] |
| On The Relationship Between Speech-based Breathing Signal Prediction Evaluation Measures And Breathing Parameters Estimation, , , , and , in: Proc. of ICASSP, 2021 |
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2020
| Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020 |
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| The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database, , , , and , Idiap-RR-22-2020 |
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2019
| Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network, , , , , and , in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019 |
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| Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science:11, 2019 |
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