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Generative Models

7,221 papers

Papers per year

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Papers

SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling INTERSPEECH 2022
Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems INTERSPEECH 2022
Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network INTERSPEECH 2022
An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion INTERSPEECH 2022
Zero-Shot Foreign Accent Conversion without a Native Reference INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
Self supervised learning for robust voice cloning INTERSPEECH 2022
Voice Activity Projection: Self-supervised Learning of Turn-taking Events INTERSPEECH 2022
Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data INTERSPEECH 2022
Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors INTERSPEECH 2022
Text-Driven Separation of Arbitrary Sounds INTERSPEECH 2022
Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022
Evolutionary Variational Optimization of Generative Models JMLR 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022
Globally Injective ReLU Networks JMLR 2022
EV-GAN: Simulation of extreme events with ReLU neural networks JMLR 2022
Weakly Supervised Disentangled Generative Causal Representation Learning JMLR 2022
TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022
PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization MIDL 2022
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction MIDL 2022
Learned Half-Quadratic Splitting Network for MR Image Reconstruction MIDL 2022
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture MLHC 2022
Latent Temporal Flows for Multivariate Analysis of Wearables Data MLHC 2022