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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