Jesús Villalba

Universidad Autónoma de Occidente — Colombia

Computer Science · Physical Sciences

29h-index2.7kcitations184works1.82yr avg
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Research Topics

Speech Recognition and Synthesis(131), Speech and Audio Processing(95), Music and Audio Processing(78), Natural Language Processing Techniques(22), Topic Modeling(15)

Publications184 total

A Deep Learning Approach to Worm Humus Productivity Prediction: Application of Liquid Neural Networks
Lecture notes in networks and systems·2026
Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization
arXiv (Cornell University)·2025Open Access
ReFESS-QI: Reference-Free Evaluation For Speech Separation With Joint Quality And Intelligibility Scoring
arXiv (Cornell University)·2025Open Access
Latent Speech-Text Transformer
arXiv (Cornell University)·2025Open Access
Scaling Multi-Talker ASR with Speaker-Agnostic Activity Streams
arXiv (Cornell University)·2025Open Access
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation
arXiv (Cornell University)·2025Open Access
MaskVCT: Masked Voice Codec Transformer for Zero-Shot Voice Conversion With Increased Controllability via Multiple Guidances
ArXiv.org·2025Open Access
Bases conceptuales para el desarrollo curricular de un programa graduado de ingeniería en riesgo
Encuentro Internacional de Educación en Ingeniería·2025Open Access
FaiST: A Benchmark Dataset for Fairness in Speech Technology
2025
Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization
2025
EmoJudge: LLM Based Post-Hoc Refinement for Multimodal Speech Emotion Recognition
2025
Multimodal Emotion Diarization: Frame-Wise Integration of Text and Audio Representations
2025
Multi-Target Backdoor Attacks Against Speaker Recognition
arXiv (Cornell University)·2025Open Access
Advancing Alzheimer’s Disease Detection via Multimodal Fusion of Speech and Eye Movement Data
2025
Sampling Rate Guidelines for Eye-Tracking in Neurological Disorders: A Task-Specific Multimetric Analysis
2025
Unveiling Performance Bias in ASR Systems: A Study on Gender, Age, Accent, and More
2025
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings
2025· 3 cited
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings
arXiv (Cornell University)·2025Open Access
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation
2025Open Access
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Najim Dehak(38), Laureano Moro-Velázquez(13), Nanxin Chen(11), Eduardo Lleida(11), Alfonso Ortega(6), Antonio Miguel(6), Phani Sankar Nidadavolu(6), Ankur Butala(5), Gregory Sell(4), David Snyder(4), Daniel Povey(4), Shinji Watanabe(4), Sanjeev Khudanpur(4), Raghavendra Pappagari(4), Piotr Żelasko(4), Anna Favaro(4), Alan McCree(3), Daniel Garcia-Romero(3), Cheng-I Lai(3), Leibny Paola Garcia(3)