Impact of Environmental Noise on Alzheimer's Disease Detection from
Speech: Should You Let a Baby Cry?

Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry?

31 March 2022

Jekaterina Novikova

Papers citing "Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry?"

16 / 16 papers shown

Title
ICASSP 2023 Deep Noise Suppression Challenge Harishchandra Dubey A. Aazami Vishak Gopal Sergiy Matusevych Sebastian Braun ... Sefik Emre Eskimez Manthan Thakker H. Gamper Takuya Yoshioka R. Aichner 49 94 0 21 Mar 2023
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 47 10 0 24 Sep 2021
Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Morteza Rohanian Julian Hough Matt Purver 47 43 0 29 Jun 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 39 43 0 03 Jun 2021
Detecting cognitive decline using speech only: The ADReSSo Challenge Saturnino Luz F. Haider S. D. L. Fuente Davida Fromm B. MacWhinney 70 156 0 23 Mar 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 47 108 0 22 Jan 2021
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach Benjamin Eyre Aparna Balagopalan Jekaterina Novikova 28 8 0 13 Oct 2020
Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer's Disease: a systematic review Sofia de la Fuente Garcia C. Ritchie Saturnino Luz 61 157 0 12 Oct 2020
GenAug: Data Augmentation for Finetuning Text Generators Steven Y. Feng Varun Gangal Dongyeop Kang Teruko Mitamura Eduard H. Hovy 46 73 0 05 Oct 2020
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Benjamin Eyre Frank Rudzicz Jekaterina Novikova 42 124 0 26 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 252 5,774 0 20 Jun 2020
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Jekaterina Novikova Aparna Balagopalan Ksenia Shkaruta Frank Rudzicz 39 7 0 30 Sep 2019
Phase-aware Speech Enhancement with Deep Complex U-Net Hyeong-Seok Choi Jang-Hyun Kim Jaesung Huh A. Kim Jung-Woo Ha Kyogu Lee 53 331 0 07 Mar 2019
The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech Aparna Balagopalan Jekaterina Novikova Frank Rudzicz Marzyeh Ghassemi 45 21 0 29 Nov 2018
Detecting cognitive impairments by agreeing on interpretations of linguistic features Zining Zhu Jekaterina Novikova Frank Rudzicz 37 27 0 20 Aug 2018
Semi-supervised classification by reaching consensus among modalities Zining Zhu Jekaterina Novikova Frank Rudzicz 42 9 0 23 May 2018