← Authors

Visar Berisha

26 papers · 2016–2024 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸƒ Academic Marathon (8) 🌍 Conference Polyglot (4) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (13) 🌈 Renaissance Researcher (7) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (10) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ’Ž Century Club (26) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (137) ❓ The Questioner (4)

Conferences

INTERSPEECH (21) AISTATS (2) NIPS (2) UAI (1)

Top co-authors

Julie Liss (10) Chaitali Chakrabarti (4) Ming Tu (4) Weizhi Li (3) Gautam Dasarathy (3) Yan Xiong (3) Megan Willi (3) Meredith Moore (2) Suren Jayasuriya (2) Stephanie A. Borrie (2)

Keywords

speech analysis (4) automatic speech recognition (3) speech recognition (2) dysarthric speech (2) metric learning (2) clinical speech analysis (2) speaker recognition (2) domain adaptation (2) forced alignment (2) speech quality (2) deep neural network (2) embedding learning (2) active learning (2) attention mechanism (1) non-convex optimization (1) feature selection (1) model selection (1) contrastive learning (1) logistic regression (1) deep learning (1)

Papers

Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance INTERSPEECH 2024
Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection INTERSPEECH 2024
How Does Alignment Error Affect Automated Pronunciation Scoring in Children's Speech? INTERSPEECH 2024
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer NIPS 2023
Smoothly Giving up: Robustness for Simple Models AISTATS 2023
Aligning Speech Enhancement for Improving Downstream Classification Performance INTERSPEECH 2023
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech INTERSPEECH 2022
A label efficient two-sample test UAI 2022
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH 2022
The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation INTERSPEECH 2021
Restoring Degraded Speech via a Modified Diffusion Model INTERSPEECH 2021
Finding the Homology of Decision Boundaries with Active Learning NIPS 2020
Regularization via Structural Label Smoothing AISTATS 2020
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity INTERSPEECH 2020
UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech INTERSPEECH 2020
Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition INTERSPEECH 2019
Say What? A Dataset for Exploring the Error Patterns That Two ASR Engines Make INTERSPEECH 2019
Do Conversational Partners Entrain on Articulatory Precision? INTERSPEECH 2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder INTERSPEECH 2019
Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech INTERSPEECH 2018
Triplet Network with Attention for Speaker Diarization INTERSPEECH 2018
A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment INTERSPEECH 2018
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks INTERSPEECH 2017
Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali INTERSPEECH 2017
Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features INTERSPEECH 2016
A Convex Model for Linguistic Influence in Group Conversations INTERSPEECH 2016