Juan Camilo Vasquez

Juan Camilo Vasquez

Universidad de Antioquía

H-index: 22

Latin America-Colombia

About Juan Camilo Vasquez

Juan Camilo Vasquez, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidad de Antioquía, specializes in the field of Machine learning, Deep learning, speech processing, signal processing, natural language processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluation of effectiveness in conversations between humans and chatbots using parallel convolutional neural networks with multiple temporal resolutions

Language Generalization Using Active Learning in the Context of Parkinson’s Disease Classification

Multimodal Assessment of Parkinson’s Disease Patients Using Information from Speech, Handwriting, and Gait

When Whisper Meets TTS: Domain Adaptation Using only Synthetic Speech Data

Fostering trustworthiness of federated learning ecosystem through realistic scenarios

Novel speech recognition systems applied to forensics within child exploitation: Wav2vec2. 0 vs. whisper

EXPLORING THE USE OF PHONOLOGICAL FEATURES FOR PARKINSON’S DISEASE DETECTION

Representation Learning Strategies to Model Pathological Speech: Effect of Multiple Spectral Resolutions

Juan Camilo Vasquez Information

University

Position

Friedrich Alexander Universität Erlangen-Nürnberg

Citations(all)

1735

Citations(since 2020)

1563

Cited By

566

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

49

i10Index(since 2020)

44

Email

University Profile Page

Universidad de Antioquía

Google Scholar

View Google Scholar Profile

Juan Camilo Vasquez Skills & Research Interests

Machine learning

Deep learning

speech processing

signal processing

natural language processing

Top articles of Juan Camilo Vasquez

Title

Journal

Author(s)

Publication Date

Evaluation of effectiveness in conversations between humans and chatbots using parallel convolutional neural networks with multiple temporal resolutions

Multimedia Tools and Applications

Daniel Escobar-Grisales

Juan Camilo Vásquez-Correa

Juan Rafael Orozco-Arroyave

2024/1

Language Generalization Using Active Learning in the Context of Parkinson’s Disease Classification

SA Moreno-Acevedo

CD Rios-Urrego

JC Vásquez-Correa

J Rusz

E Nöth

...

2023/8/23

Multimodal Assessment of Parkinson’s Disease Patients Using Information from Speech, Handwriting, and Gait

Juan Camilo Vásquez Correa

2023

When Whisper Meets TTS: Domain Adaptation Using only Synthetic Speech Data

Juan Camilo Vásquez-Correa

Haritz Arzelus

Juan M Martin-Doñas

Joaquin Arellano

Ander Gonzalez-Docasal

...

2023/8/23

Fostering trustworthiness of federated learning ecosystem through realistic scenarios

Information

Athanasios Psaltis

Kassiani Zafeirouli

Peter Leškovský

Stavroula Bourou

Juan Camilo Vásquez-Correa

...

2023/6/16

Novel speech recognition systems applied to forensics within child exploitation: Wav2vec2. 0 vs. whisper

Sensors

Juan Camilo Vásquez-Correa

Aitor Álvarez Muniain

2023/2/7

EXPLORING THE USE OF PHONOLOGICAL FEATURES FOR PARKINSON’S DISEASE DETECTION

EXPLORING THE USE OF PHONOLOGICAL FEATURES FOR PARKINSON’S DISEASE DETECTION

Nina Hosseini Kivanani

Juan Camilo Vásquez-Correa

Christoph Schommer

Elmar Nöth

2023

Representation Learning Strategies to Model Pathological Speech: Effect of Multiple Spectral Resolutions

Computer Speech & Language

Gabriel Figueiredo Miller

Juan Camilo Vásquez-Correa

Juan Rafael Orozco-Arroyave

Elmar Nöth

2024/4/1

Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices

arXiv preprint arXiv:2204.01677

Abner Hernandez

Paula Andrea Pérez-Toro

Juan Camilo Vásquez-Correa

Juan Rafael Orozco-Arroyave

Andreas Maier

...

2022/4/4

Detecting Parkinson’s disease and its cognitive phenotypes via automated semantic analyses of action stories

npj Parkinson's Disease

Adolfo M García

Daniel Escobar-Grisales

Juan Camilo Vásquez Correa

Yamile Bocanegra

Leonardo Moreno

...

2022/11/25

Empirical Mode Decomposition articulation feature extraction on Parkinson’s Diadochokinesia

Computer Speech & Language

Alice Rueda

Juan Camilo Vásquez-Correa

Juan Rafael Orozco-Arroyave

Elmar Nöth

Sridhar Krishnan

2022/3/1

Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets

Applied Computer Sciences in Engineering: 9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30–December 2, 2022, Proceedings

S.A. Moreno-Acevedo

J.C. Vásquez-Correa

J.R Orozco-Arroyave

2022/11/23

The phonetic footprint of parkinson’s disease

Computer Speech & Language

Philipp Klumpp

Tomás Arias-Vergara

Juan Camilo Vásquez-Correa

Paula Andrea Pérez-Toro

Juan Rafael Orozco-Arroyave

...

2022/3/1

Depression assessment in people with Parkinson’s disease: The combination of acoustic features and natural language processing

Speech Communication

Paula Andrea Pérez-Toro

Tomás Arias-Vergara

Philipp Klumpp

Juan Camilo Vásquez-Correa

Maria Schuster

...

2022/11/1

50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders

Paula Andrea Pérez-Toro

Philipp Klumpp

Juan Camilo Vasquez-Correa

Maria Schuster

Elmar Nöth

...

2022/9/5

Colombian dialect recognition based on information extracted from speech and text signals

Daniel Escobar-Grisales

Cristian D Rios-Urrego

DA López-Santander

JD Gallo-Aristizabal

Juan Camilo Vásquez-Correa

...

2021/12/13

Multi-channel spectrograms for speech processing applications using deep learning methods

Pattern Analysis and Applications

Tomas Arias-Vergara

Philipp Klumpp

Juan Camilo Vasquez-Correa

Elmar Nöth

Juan Rafael Orozco-Arroyave

...

2021/5

Automatic boost articulation therapy in adults with dysarthria: Acceptability, usability and user interaction

International journal of language & communication disorders

Viviana Mendoza Ramos

Juan C Vasquez‐Correa

Rani Cremers

Leen Van Den Steen

Elmar Nöth

...

2021/9

Author profiling in informal and formal language scenarios via transfer learning

TecnoLógicas

Daniel Escobar-Grisales

Juan Camilo Vásquez-Correa

Juan Rafael Orozco-Arroyave

2021/12/17

Emotional state modeling for the assessment of depression in Parkinson’s disease

Paula Andrea Pérez-Toro

Juan Camilo Vasquez-Correa

Tomás Arias-Vergara

Philipp Klumpp

Maria Schuster

...

2021

See List of Professors in Juan Camilo Vasquez University(Universidad de Antioquía)

Co-Authors

H-index: 56
Jochen Klucken

Jochen Klucken

Université du Luxembourg

H-index: 55
Elmar Nöth

Elmar Nöth

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 48
Bjoern M. Eskofier

Bjoern M. Eskofier

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 45
Sridhar (Sri) Krishnan

Sridhar (Sri) Krishnan

Ryerson University

H-index: 37
Jan Rusz

Jan Rusz

Ceské vysoké ucení technické v Praze

H-index: 25
Julián David Arias Londoño

Julián David Arias Londoño

Universidad de Antioquía

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