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09/20/2023
Directional Source Separation for Robust Speech Recognition on Smart Glasses
Modern smart glasses leverage advanced audio sensing and machine learnin...
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09/15/2023
Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting
Significant advances are being made in speech emotion recognition (SER) ...
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08/27/2023
MM-AU:Towards Multimodal Understanding of Advertisement Videos
Advertisement videos (ads) play an integral part in the domain of Intern...
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08/24/2023
Emotion-Aligned Contrastive Learning Between Images and Music
Traditional music search engines rely on retrieval methods that match na...
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07/18/2023
LOG-LIO: A LiDAR-Inertial Odometry with Efficient Local Geometric Information Estimation
Local geometric information, i.e. normal and point distribution, is cruc...
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07/10/2023
Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process
Continuously-worn wearable sensors enable researchers to collect copious...
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06/13/2023
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content
Automatic Speech Understanding (ASU) leverages the power of deep learnin...
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06/08/2023
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
Many recent studies have focused on fine-tuning pre-trained models for s...
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05/18/2023
TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition
Recent studies have explored the use of pre-trained embeddings for speec...
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12/18/2022
Exploring Workplace Behaviors through Speaking Patterns using Large-scale Multimodal Wearable Recordings: A Study of Healthcare Providers
Interpersonal spoken communication is central to human interaction and t...
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12/18/2022
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
Speech-centric machine learning systems have revolutionized many leading...
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10/28/2022
Multimodal Estimation of Change Points of Physiological Arousal in Drivers
Detecting unsafe driving states, such as stress, drowsiness, and fatigue...
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04/05/2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning
Many existing privacy-enhanced speech emotion recognition (SER) framewor...
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03/15/2022
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
Speech Emotion Recognition (SER) application is frequently associated wi...
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02/11/2022
Patch-NetVLAD+: Learned patch descriptor and weighted matching strategy for place recognition
Visual Place Recognition (VPR) in areas with similar scenes such as urba...
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02/10/2022
Scale Estimation with Dual Quadrics for Monocular Object SLAM
The scale ambiguity problem is inherently unsolvable to monocular SLAM w...
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12/26/2021
Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings
Speech emotion recognition (SER) processes speech signals to detect and ...
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05/30/2021
Unsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video
Estimating geometric elements such as depth, camera motion, and optical ...
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05/13/2020
Screenplay Quality Assessment: Can We Predict Who Gets Nominated?
Deciding which scripts to turn into movies is a costly and time-consumin...
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03/18/2020
TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers
We present a novel longitudinal multimodal corpus of physiological and b...
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03/04/2020
Occlusion Aware Unsupervised Learning of Optical Flow From Video
In this paper, we proposed an unsupervised learning method for estimatin...
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09/26/2018
Vision-based Semantic Mapping and Localization for Autonomous Indoor Parking
In this paper, we proposed a novel and practical solution for the real-t...
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04/17/2018