Visar Berisha
28 papers · 2016–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(22)
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Dynamic Duo
(11)
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Keyword Champion
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Conference Pioneer
π₯
Unstoppable Β· Silver
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The Questioner
(4)
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(143)
Top co-authors
Research topics
Keywords
speech analysis
(4)
automatic speech recognition
(4)
active learning
(3)
dysarthric speech
(2)
speech quality
(2)
multi-task learning
(2)
forced alignment
(2)
domain adaptation
(2)
deep neural network
(2)
gradient projection
(2)
metric learning
(2)
embedding learning
(2)
dysarthria detection
(2)
speech recognition
(2)
clinical speech analysis
(2)
speaker recognition
(2)
speech foundation model
(2)
attention mechanism
(1)
non-convex optimization
(1)
feature selection
(1)
Papers
Matched-Pair Experimental Design with Active Learning
UAI 2026
Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection
Interspeech 2025
How Does Alignment Error Affect Automated Pronunciation Scoring in Children's Speech?
Interspeech 2024
Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection
Interspeech 2024
Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance
Interspeech 2024
Aligning Speech Enhancement for Improving Downstream Classification Performance
Interspeech 2023
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer
NeurIPS 2023
Smoothly Giving up: Robustness for Simple Models
AISTATS 2023
A label efficient two-sample test
UAI 2022
Are reported accuracies in the clinical speech machine learning literature overoptimistic?
Interspeech 2022
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech
Interspeech 2022
Restoring Degraded Speech via a Modified Diffusion Model
Interspeech 2021
The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation
Interspeech 2021
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity
Interspeech 2020
Finding the Homology of Decision Boundaries with Active Learning
NeurIPS 2020
Regularization via Structural Label Smoothing
AISTATS 2020
UncommonVoice: A Crowdsourced Dataset of Dysphonic Speech
Interspeech 2020
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
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
A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment
Interspeech 2018
Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech
Interspeech 2018
Triplet Network with Attention for Speaker Diarization
Interspeech 2018
Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali
Interspeech 2017
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks
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