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Natural language processing, Speech processing, Linguistics, Cognitive Science
United States, Italy

Activities

Employment (1)

Johns Hopkins University: Baltimore, Maryland, US

2021-08-31 to 2027-05-31 | Ph.D. student (Electrical and Computer Engineering )
Employment
Source: Self-asserted source
Anna Favaro

Works (13)

Deep Stroop: Integrating eye tracking and speech processing to characterize people with neurodegenerative disorders while performing neuropsychological tests

Computers in Biology and Medicine
2025-01 | Journal article
Contributors: Trevor Meyer; Anna Favaro; Esther S. Oh; Ankur Butala; Chelsie Motley; Pedro Irazoqui; Najim Dehak; Laureano Moro-Velázquez
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Crossref

Multimodal Emotion Recognition Harnessing the Complementarity of Speech, Language, and Vision

2024-11-04 | Conference paper
Contributors: Thomas Thebaud; Anna Favaro; Yaohan Guan; Yuchen Yang; Prabhav Singh; Jesus Villalba; Laureano Mono-Velazquez; Najim Dehak
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Crossref

Unveiling early signs of Parkinson’s disease via a longitudinal analysis of celebrity speech recordings

npj Parkinson's Disease
2024-10-27 | Journal article
Contributors: Anna Favaro; Ankur Butala; Thomas Thebaud; Jesús Villalba; Najim Dehak; Laureano Moro-Velázquez
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Crossref

ITAcotron 2: The Power of Transfer Learning in Expressive TTS Synthesis

Analysis and Application of Natural Language and Speech Processing
2023 | Book chapter
Part of ISBN: 978-3-031-11035-1
Contributors: Favaro, Anna; Sbattella, Licia; Tedesco, Roberto; Scotti, Vincenzo; Abbas, Mourad
Source: Self-asserted source
Anna Favaro
grade
Preferred source (of 2)‎

Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease

Frontiers in Neurology
2023 | Journal article
Part of ISSN: 1664-2295
Contributors: Favaro, Anna; Moro-Velázquez, Laureano; Butala, Ankur; Motley, Chelsie; Cao, Tianyu; Stevens, Robert David; Villalba, Jesús; Dehak, Najim
Source: Self-asserted source
Anna Favaro

Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson’s disease in multi-lingual scenarios

Computers in Biology and Medicine
2023-11 | Journal article
Contributors: Anna Favaro; Yi-Ting Tsai; Ankur Butala; Thomas Thebaud; Jesús Villalba; Najim Dehak; Laureano Moro-Velázquez
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Crossref

Interpretable Speech Features vs. DNN Embeddings: What to Use in the Automatic Assessment of Parkinson’s Disease in Multi-lingual Scenarios

2023-06-03 | Preprint
Contributors: Anna Favaro; Yi-Ting Tsai; Ankur Butala; Thomas Thebaud; Jesús Villalba; Najim Dehak; Laureano Moro-Velázquez
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Crossref

Deep Stroop: Using eye tracking and speech processing to characterize people with neurodegenerative disorders while performing the Stroop Test

2023-06-01 | Preprint
Contributors: Trevor Meyer; Anna Favaro; Tianyu Cao; Ankur Butala; Esther Oh; Chelsie Motley; Pedro Irazoqui; Najim Dehak; Laureano Moro-Velázquez
Source: check_circle
Crossref

A Multi-Modal Array of Interpretable Features to Evaluate Language and Speech Patterns in Different Neurological Disorders

2022 IEEE Spoken Language Technology Workshop (SLT)
2023-01-09 | Conference paper
Contributors: Anna Favaro; Chelsie Motley; Tianyu Cao; Miguel Iglesias; Ankur Butala; Esther S. Oh; Robert D. Stevens; Jesus Villalba; Najim Dehak; Laureano Moro-Velazquez
Source: Self-asserted source
Anna Favaro

Artificial Intelligence Tools to Evaluate Language and Speech Patterns in Alzheimer's Disease

Alzheimer's & Dementia
2022-12 | Journal article
Part of ISSN: 1552-5260
Part of ISSN: 1552-5279
Contributors: Anna Favaro; Seneca Motley; Quincy M Samus; Ankur Butala; Najim Dehak; Esther S Oh; Laureano Moro‐Velazquez
Source: Self-asserted source
Anna Favaro

Analysis of Interpretable Handwriting Features to Evaluate Motoric Patterns in Different Neurodegenerative Diseases

2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)
2022-12-03 | Conference paper
Contributors: D. D. Kairamkonda; P. S. Mandaleeka; A. Favaro; C. Motley; A. Butala; E. S. Oh; R.D. Stevens; N. Dehak; L. Moro-Velazquez
Source: Self-asserted source
Anna Favaro

Cognitive and Acoustic Speech and Language Patterns Occurring in Different Neurodegenerative Disorders while Performing Neuropsychological Tests

2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)
2022-12-03 | Conference paper
Contributors: M. Iglesias; A. Favaro; C. Motley; E. S. Oh; R.D. Stevens; A. Butala; L. Moro-Velazquez; N. Dehak
Source: Self-asserted source
Anna Favaro

ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian

The Fourth International Conference on Natural Language and Speech Processing
2021-12 | Conference paper
Source: Self-asserted source
Anna Favaro

Peer review (1 review for 1 publication/grant)

Review activity for NPJ Parkinson's disease. (1)