Julie Liss

11 papers · 2016–2025 · 1 venue · 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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+5 more ↓

🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🧬 Topic Evolution

🤝 Dynamic Duo (11) 🚀 Conference Pioneer 🗃️ Keyword Collector (59) 💎 Century Club · Bronze ❓ The Questioner (2)

Venues

Interspeech (11)

Top co-authors

Visar Berisha (11) Ming Tu (3) Gabriela Stegmann (2) Lingfeng Xu (2) Chaitali Chakrabarti (2) Yan Xiong (2) Yishan Jiao (2) Tristan J. Mahr (1) Jonathan Eig (1) Kelvin Tran (1)

Research topics

Speech & Audio (9) Analysis (7) Machine Learning (6) Artificial Intelligence (5) Deep Learning (5) Healthcare & Medicine (5) Clinical (5) Core Methods (5) Core AI (4) Application Areas (3) Recognition (3) Architectures (2) Learning Types (2) Models (2) Optimization & Theory (2)

Keywords

speech analysis (3) deep neural network (2) dysarthria detection (2) forced alignment (2) multi-task learning (2) clinical speech analysis (2) speech foundation model (2) dysarthric speech (2) gradient projection (2) foundation model (1) recurrent neural network (1) acoustic model (1) deep learning (1) speech recognition (1) multivariate analysis (1) speaker recognition (1) automatic speech recognition (1) sample size (1) mild cognitive impairment (1) interpretable model (1)

Papers

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 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 The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation Interspeech 2021 Investigating the Role of L1 in Automatic Pronunciation Evaluation of L2 Speech 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