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vector quantization

317 papers

VQ

Papers

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ACL 2021 TVQVC: Transformer Based Vector Quantized Variational Autoencoder with CTC Loss for Voice Conversion Interspeech 2021 Unsupervised Neural-Based Graph Clustering for Variable-Length Speech Representation Discovery of Zero-Resource Languages Interspeech 2021 Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021 Vector Quantized Models for Planning ICML 2021 VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization NeurIPS 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 vqSGD: Vector Quantized Stochastic Gradient Descent AISTATS 2021 wav2vec-C: A Self-Supervised Model for Speech Representation Learning Interspeech 2021 Accelerating Large-Scale Inference with Anisotropic Vector Quantization ICML 2020 Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers AAAI 2020 Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020 Hierarchical Quantized Autoencoders NeurIPS 2020 Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech ICLR 2020 Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020 Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020 Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses AISTATS 2020 Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation Interspeech 2020 Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge Interspeech 2020 Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages Interspeech 2020 Vector Quantization-Based Regularization for Autoencoders AAAI 2020 Vector-Quantized Autoregressive Predictive Coding Interspeech 2020 Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge Interspeech 2020 Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery Interspeech 2020 VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net Architecture Interspeech 2020