Farhad Javanmardi

11 papers A 2Misc 2Journal 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards robust heart failure detection in digital telephony environments by utilizing transformer-based codec inversion. Speech Commun. Saska Tirronen, Farhad Javanmardi, Hilla Pohjalainen, Sudarsana Reddy Kadiri, Mittapalle Kiran Reddy, Pyry Helkkula, Kasimir Kaitue, Mikko Minkkinen, Heli Tolppanen, Tuomo Nieminen, Paavo Alku
2024	J	`jnl`	A comparison of data augmentation methods in voice pathology detection. Comput. Speech Lang. Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
2024	J	`jnl`	Exploring the Impact of Fine-Tuning the Wav2vec2 Model in Database-Independent Detection of Dysarthric Speech. IEEE J. Biomed. Health Informatics Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
2024	J	`jnl`	Investigation of self-supervised pre-trained models for classification of voice quality from speech and neck surface accelerometer signals. Comput. Speech Lang. Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku
2024	J	`jnl`	Pre-trained models for detection and severity level classification of dysarthria from speech. Speech Commun. Farhad Javanmardi, Sudarsana Reddy Kadiri, Paavo Alku
2023	J	`jnl`	Investigation of Self-supervised Pre-trained Models for Classification of Voice Quality from Speech and Neck Surface Accelerometer Signals. CoRR Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku
2023	Misc	`conf`	Utilizing Wav2Vec In Database-Independent Voice Disorder Detection. ICASSP Saska Tirronen, Farhad Javanmardi, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
2023	Misc	`conf`	Wav2vec-Based Detection and Severity Level Classification of Dysarthria From Speech. ICASSP Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
2023	J	`jnl`	Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech. CoRR Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku
2022	A	`conf`	Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers. INTERSPEECH Farhad Javanmardi, Sudarsana Reddy Kadiri, Manila Kodali, Paavo Alku
2022	A	`conf`	Convolutional Neural Networks for Classification of Voice Qualities from Speech and Neck Surface Accelerometer Signals. INTERSPEECH Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku