FFTNet vocoder implementation

Last update: Dec 08, 2022

Overview

Unofficial Implementation of FFTNet vocode paper.

implement the model.
implement tests.
overfit on a single batch (sanity check).
linearize weights for eval time.
measure the run-time on GPU and CPU. (1 sec audio takes ~47 secs) If anyone knows additional tricks from the paper, let me know. So far I asked the authors but nobody returned.
train on LJSpeech spectrograms.
distill model as in Parallel WaveNet paper.

Owner

Eren Gölge

AI researcher @Coqui.ai

GitHub Repository

A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API

Timbre Dissimilarity Metrics A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API Installation pip install -e . Usag

21 Jan 05, 2022

Python scripts form performing stereo depth estimation using the HITNET model in ONNX.

ONNX-HITNET-Stereo-Depth-estimation Python scripts form performing stereo depth estimation using the HITNET model in ONNX. Stereo depth estimation on

30 Nov 08, 2022

This repository contains the reference implementation for our proposed Convolutional CRFs.

ConvCRF This repository contains the reference implementation for our proposed Convolutional CRFs in PyTorch (Tensorflow planned). The two main entry-

553 Dec 07, 2022

Repository for reproducing `Model-Based Robust Deep Learning`

Model-Based Robust Deep Learning (MBRDL) In this repository, we include the code necessary for reproducing the code used in Model-Based Robust Deep Le

16 Sep 19, 2022

Keras attention models including botnet,CoaT,CoAtNet,CMT,cotnet,halonet,resnest,resnext,resnetd,volo,mlp-mixer,resmlp,gmlp,levit

Keras_cv_attention_models Keras_cv_attention_models Usage Basic Usage Layers Model surgery AotNet ResNetD ResNeXt ResNetQ BotNet VOLO ResNeSt HaloNet

319 Dec 28, 2022

Recursive Bayesian Networks

Recursive Bayesian Networks This repository contains the code to reproduce the results from the NeurIPS 2021 paper Lieck R, Rohrmeier M (2021) Recursi

11 Oct 18, 2022

This is the 3D Implementation of 《Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation》

CoraNet This is the 3D Implementation of 《Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation》 Environment pytor

25 Nov 08, 2022

用opencv的dnn模块做yolov5目标检测，包含C++和Python两个版本的程序

yolov5-dnn-cpp-py yolov5s,yolov5l,yolov5m,yolov5x的onnx文件在百度云盘下载，链接：https://pan.baidu.com/s/1d67LUlOoPFQy0MV39gpJiw 提取码：bayj python版本的主程序是main_yolov5.

365 Jan 04, 2023

Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)

Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021) Single-cause Perturbation (SCP) is a framework to estimate the m

9 Sep 28, 2022

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks This is a Pytorch-Lightning implementation of the paper "Self-s

111 Dec 06, 2022

Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Piggyback: https://arxiv.org/abs/1801.06519 Pretrained masks and backbones are available here: https://uofi.box.com/s/c5kixsvtrghu9yj51yb1oe853ltdfz4q

165 Nov 22, 2022

Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021.

PHDimGeneralization Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021. Overvie

13 Nov 08, 2022

FFTNet vocoder implementation

Related tags

Overview

Unofficial Implementation of FFTNet vocode paper.

Owner

Eren Gölge

A collection of metrics for evaluating timbre dissimilarity using the TorchMetrics API

Python scripts form performing stereo depth estimation using the HITNET model in ONNX.

This repository contains the reference implementation for our proposed Convolutional CRFs.

Repository for reproducing `Model-Based Robust Deep Learning`

Keras attention models including botnet,CoaT,CoAtNet,CMT,cotnet,halonet,resnest,resnext,resnetd,volo,mlp-mixer,resmlp,gmlp,levit

Recursive Bayesian Networks

This is the 3D Implementation of 《Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation》

用opencv的dnn模块做yolov5目标检测，包含C++和Python两个版本的程序

Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021.

This repository contains the implementation of the following paper: Cross-Descriptor Visual Localization and Mapping

True per-item rarity for Loot

Progressive Image Deraining Networks: A Better and Simpler Baseline

Official respository for "Modeling Defocus-Disparity in Dual-Pixel Sensors", ICCP 2020

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

A Python package to process & model ChEMBL data.

Efficient semidefinite bounds for multi-label discrete graphical models.

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions