Shahin Amiriparian
25 papers · 2016–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(22)
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(5)
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(16)
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(13)
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Conference Pioneer
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Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Trend Setter
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Keyword Collector
(111)
Venues
Top co-authors
Research topics
Keywords
speech analysis
(9)
speech classification
(5)
audio classification
(5)
computational paralinguistics
(4)
convolutional neural network
(4)
acoustic feature
(4)
emotion recognition
(4)
deep learning
(3)
transfer learning
(3)
recurrent neural network
(3)
support vector machine
(3)
mental health detection
(2)
feature extraction
(2)
deep spectrum feature
(2)
speech emotion recognition
(2)
paralinguistic feature
(2)
representation learning
(2)
end-to-end learning
(2)
post-traumatic stress disorder
(2)
speech feature
(2)
Papers
Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling
EACL 2026
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
Interspeech 2024
Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
Interspeech 2024
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
ACL 2024
Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation
Interspeech 2024
Sustained Vowels for Pre- vs Post-Treatment COPD Classification
Interspeech 2024
This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach
Interspeech 2024
Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running
Interspeech 2023
Speech-Based Classification of Defensive Communication: A Novel Dataset and Results
Interspeech 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances
Interspeech 2023
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease
Interspeech 2022
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Interspeech 2021
Deep Attentive End-to-End Continuous Breath Sensing from Speech
Interspeech 2020
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks
Interspeech 2020
Toward Silent Paralinguistics: Speech-to-EMG β Retrieving Articulatory Muscle Activity from Speech
Interspeech 2020
Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals
Interspeech 2020
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity
Interspeech 2019
Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test
Interspeech 2019
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks
JMLR 2018
Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks
Interspeech 2018
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Interspeech 2018
An βEnd-to-Evolutionβ Hybrid Approach for Snore Sound Classification
Interspeech 2017
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results
Interspeech 2017
Snore Sound Classification Using Image-Based Deep Spectrum Features
Interspeech 2017
Is Deception Emotional? An Emotion-Driven Predictive Approach
Interspeech 2016