MERP: A Latent-Bottleneck Framework for Robust Multi-Modal Multi-Label Emotion Recognition
1 version
HP
Huy Phan
cs.LGcs.SDeess.ASeess.SPNeural Networks, ComputerSleep Stagescs.AIElectroencephalographystat.MLDeep Learning
On Valency
published · living versionsPreprints & journals
70 papers in the corpus · 2013–2026Information-theoretic Multimodal Representation Learning for Electrocardiogram Signals
0 citations
Spectrogram features for audio and speech analysis
12 citations
ECG-Soup: Harnessing Multi-Layer Synergy for ECG Foundation Models
0 citations
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
0 citations
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems
1 citation
Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification.
12 citations
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding.
19 citations
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification
26 citations
A perspective on automated rapid eye movement sleep assessment.
2 citations
Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
14 citations
WavCraft: Audio Editing and Generation with Large Language Models
1 citation
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.
28 citations
ATGNN: Audio Tagging Graph Neural Network
19 citations
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.
83 citations
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones.
8 citations
Automatic sleep staging for the young and the old - Evaluating age bias in deep learning.
24 citations
cross-modal fusion techniques for utterance-level emotion recognition from text and speech
29 citations
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition
14 citations
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods.
29 citations
Modelling black-box audio effects with time-varying feature modulation
10 citations
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
280 citations
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.
350 citations
From unsupervised to semi-supervised adversarial domain adaptation in electroencephalography-based sleep staging.
32 citations
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
189 citations
Automatic sleep staging of EEG signals: recent development, challenges, and future directions.
139 citations
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations.
37 citations
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
9 citations
Feature matching as improved transfer learning technique for wearable EEG
14 citations
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays
45 citations
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases.
26 citations
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks.
5 citations
Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks
7 citations
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection.
192 citations
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
159 citations
Light-weight sleep monitoring: electrode distance matters more than placement for automatic scoring
6 citations
Multi-view Audio and Music Classification
19 citations
Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases
9 citations
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.
60 citations
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network
35 citations
Self-Attention Generative Adversarial Network for Speech Enhancement
46 citations
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
72 citations
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks.
20 citations
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification
20 citations
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework
46 citations
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.
13 citations
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data.
30 citations
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch
47 citations
Spatio-Temporal Attention Pooling for Audio Scene Classification
27 citations
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.
630 citations
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks
16 citations
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