conftrace_

discrete representation

74 papers

Explore in graph

Co-occurring keywords

vector quantization (257) self-supervised learning (3777) variational autoencoder (1288) representation learning (6206) speech representation (147) continuous representation (32) unsupervised learning (3264) speech-to-speech translation (78) language model (4599) variational inference (2069)

Papers

Direct Speech-to-Speech Translation With Discrete Units ACL 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR INTERSPEECH 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation INTERSPEECH 2022
Autoregressive Co-Training for Learning Discrete Speech Representation INTERSPEECH 2022
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations INTERSPEECH 2021
Discrete Argument Representation Learning for Interactive Argument Pair Identification NAACL 2021
Discrete representations in neural models of spoken language EMNLP 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE CVPR 2021
An unsupervised video game playstyle metric via state discretization UAI 2021
Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Hierarchical Quantized Autoencoders NIPS 2020
Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract) IJCAI 2020
Feature Quantization Improves GAN Training ICML 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information ICML 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge INTERSPEECH 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Unsupervised End-to-End Learning of Discrete Linguistic Units for Voice Conversion INTERSPEECH 2019
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018
Discrete Network Embedding IJCAI 2018
Learning Disentangled Joint Continuous and Discrete Representations NIPS 2018
Neural Discrete Representation Learning NIPS 2017