p7eess.SP

eess.SP

42 papers

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

Jinhyeok Yang, Junmo Lee, Youngik Kim, Hoonyoung Cho, Injung Kim

2007.15256

DDSP: Differentiable Digital Signal Processing

Jesse Engel, Lamtharn Hantrakul, Chenjie Gu, Adam Roberts

2001.04643

Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram

Ryuichi Yamamoto, Eunwoo Song, Jae-Min Kim

1910.11480

Light Gated Recurrent Units for Speech Recognition

Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio

1803.10225

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S Read, Jacob A Zwart, Michael Steinbach, Vipin Kumar

2001.11086

Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification

Daniel Michelsanti, Zheng-Hua Tan

1709.01703

Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview

Yuejie Chi, Yue M. Lu, Yuxin Chen

1809.09573

Inference and Uncertainty Quantification for Noisy Matrix Completion

Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan

1906.04159

Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation

Yudong Chen, Yuejie Chi

1802.08397

Wavenet based low rate speech coding

W. Bastiaan Kleijn, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Florian Stimberg, Quan Wang, Thomas C. Walters

1712.01120

Spectral Methods for Data Science: A Statistical Perspective

Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma

2012.08496

Implicit Regularization for Optimal Sparse Recovery

Tomas Vaškevičius, Varun Kanade, Patrick Rebeschini

1909.05122

Low-Rank Matrix Recovery with Scaled Subgradient Methods: Fast and Robust Convergence Without the Condition Number

Tian Tong, Cong Ma, Yuejie Chi

2010.13364

Speaker Recognition from Raw Waveform with SincNet

Mirco Ravanelli, Yoshua Bengio

1808.00158

Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale

Mehdi Bennis, Mérouane Debbah, H. Vincent Poor

1801.01270

Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data

Asad Aali, Marius Arvinte, Sidharth Kumar, Jonathan I. Tamir

2305.01166

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Haohe Liu, Yi Yuan, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Qiao Tian, Yuping Wang, Wenwu Wang, Yuxuan Wang, Mark D. Plumbley

2308.05734

A Model of Double Descent for High-dimensional Binary Linear Classification

Zeyu Deng, Abla Kammoun, Christos Thrampoulidis

1911.05822

Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging

Michael R. Kellman, Emrah Bostan, Nicole Repina, Laura Waller

1808.03571

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies

Ronen Basri, David Jacobs, Yoni Kasten, Shira Kritchman

1906.00425

Asymmetry Helps: Eigenvalue and Eigenvector Analyses of Asymmetrically Perturbed Low-Rank Matrices

Yuxin Chen, Chen Cheng, Jianqing Fan

1811.12804

TLIO: Tight Learned Inertial Odometry

Wenxin Liu, David Caruso, Eddy Ilg, Jing Dong, Anastasios I. Mourikis, Kostas Daniilidis, Vijay Kumar, Jakob Engel

2007.01867

TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators Towards Local and in Time Domain

Weitao Li, Pengfei Xu, Yang Zhao, Haitong Li, Yuan Xie, Yingyan Lin

2005.01206

AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs

Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin

2001.03535

A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group

Huikang Liu, Man-Chung Yue, Anthony Man-Cho So

2009.07514

Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions

Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis

2006.08917

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo Mandic, Wenwu Wang, Mark D. Plumbley

2301.12503

Inference with Deep Generative Priors in High Dimensions

Parthe Pandit, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

1911.03409

MASR: A Modular Accelerator for Sparse RNNs

Udit Gupta, Brandon Reagen, Lillian Pentecost, Marco Donato, Thierry Tambe, Alexander M. Rush, Gu-Yeon Wei, David Brooks

1908.08976

Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks

Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson

2212.07356

Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data

Sergio Casas, Cole Gulino, Renjie Liao, Raquel Urtasun

1910.08233

Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data

Yuxin Chen, Jianqing Fan, Cong Ma, Yuling Yan

2001.05484

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems

Jihong Park, Mehdi Bennis

1805.00142

Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis

Jingyuan Wang, Ze Wang, Jianfeng Li, Junjie Wu

1806.08946

HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion Models

Ji-Sang Hwang, Sang-Hoon Lee, Seong-Whan Lee

2306.06814

Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition

Yuang Li, Yu Wu, Jinyu Li, Shujie Liu

2306.16007

Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation

Ha-Yeong Choi, Sang-Hoon Lee, Seong-Whan Lee

2311.04693

Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks

Patrick Schwab, Gaetano Scebba, Jia Zhang, Marco Delai, Walter Karlen

1710.06319

DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion

Ha-Yeong Choi, Sang-Hoon Lee, Seong-Whan Lee

2305.15816

Federated Learning over Wireless IoT Networks with Optimized Communication and Resources

Hao Chen, Shaocheng Huang, Deyou Zhang, Ming Xiao, Mikael Skoglund, H. Vincent Poor

2110.11775

Towards Data Distillation for End-to-end Spoken Conversational Question Answering

Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou

2010.08923

ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech

Zehua Chen, Yihan Wu, Yichong Leng, Jiawei Chen, Haohe Liu, Xu Tan, Yang Cui, Ke Wang, Lei He, Sheng Zhao, Jiang Bian, Danilo Mandic

2212.14518