Multimodal Learning

SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms Interspeech 2022 SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning NeurIPS 2022 S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation AACL 2022 Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting Interspeech 2022 Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing CVPR 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation IJCAI 2022 Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis EMNLP 2022 Speaker recognition-assisted robust audio deepfake detection Interspeech 2022 Speaker Trait Enhancement for Cochlear Implant Users: A Case Study for Speaker Emotion Perception Interspeech 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech Interspeech 2022 Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network Interspeech 2022 Speech Quality Assessment through MOS using Non-Matching References Interspeech 2022 Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors Interspeech 2022 Spherical Message Passing for 3D Molecular Graphs ICLR 2022 Spike-inspired rank coding for fast and accurate recurrent neural networks ICLR 2022 SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal AAAI 2022 Stability-Driven Contact Reconstruction From Monocular Color Images CVPR 2022 Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation CVPR 2022 Stand-Alone Inter-Frame Attention in Video Models CVPR 2022 Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation NAACL 2022 STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes CVPR 2022