Shabnam Ghaffarzadegan
7 papers · 2017–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
convolutional neural network
(2)
semi-supervised learning
(1)
ensemble learning
(1)
domain generalization
(1)
transfer learning
(1)
anomaly detection
(1)
few-shot learning
(1)
feature selection
(1)
data augmentation
(1)
audio classification
(1)
traffic monitoring
(1)
support vector machine
(1)
representation learning
(1)
domain shift
(1)
anomaly segmentation
(1)
vehicle detection
(1)
sound event detection
(1)
data curation
(1)
data collection
(1)
active learning
(1)
Papers
Towards Few-Shot Training-Free Anomaly Sound Detection
Interspeech 2025
Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting
Interspeech 2024
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma
Interspeech 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection
Interspeech 2023
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
Interspeech 2018
Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features
Interspeech 2017
Occupancy Detection in Commercial and Residential Environments Using Audio Signal
Interspeech 2017