Publications of project TIPS
2025
| Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning, , , , , , , , , , , and , in: Diabetes Care, 2025 |
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| Towards Integrated Processing of Physiological Signals and Speech, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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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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| 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 |
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| Identification of F1 and F2 in speech using modified zero frequency filtering, and , in: Proceedings of Interspeech, 2021 |
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| 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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