Discover rishikksh20/LSTM-Time-Series-Analysis Open Source project

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rishikksh20

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Using LSTM network for time series forecasting

ViViT-pytorch

Implementation of ViViT: A Video Vision Transformer

Python

500

ResUnet

Pytorch implementation of ResUnet and ResUnet ++

Python

444

VocGAN

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

Python

317

FNet-pytorch

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Python

249

convolution-vision-transformers

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Python

217

iSTFTNet-pytorch

iSTFTNet : Fast and Lightweight Mel-spectrogram Vocoder Incorporating Inverse Short-time Fourier Transform

Python

214

MLP-Mixer-pytorch

Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision

Python

207

hifigan-denoiser

HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

Python

198

CrossViT-pytorch

Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Python

180

AdaSpeech

AdaSpeech: Adaptive Text to Speech for Custom Voice

Jupyter Notebook

156

HiFiplusplus-pytorch

HiFi++: a Unified Framework for Neural Vocoding, Bandwidth Extension and Speech Enhancement

Python

148

SoundStorm-pytorch

Google's SoundStorm: Efficient Parallel Audio Generation

Python

116

Avocodo-pytorch

Avocodo: Generative Adversarial Network for Artifact-free Vocoder

Python

115

Fre-GAN-pytorch

Fre-GAN: Adversarial Frequency-consistent Audio Synthesis

Python

101

CeiT-pytorch

Implementation of Convolutional enhanced image Transformer

Python

vae_tacotron2

VAE Tacotron 2, an alternative of GST Tacotron

Python

TalkNet2-pytorch

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction.

Python

TFGAN

TFGAN: Time and Frequency Domain Based Generative Adversarial Network for High-fidelity Speech Synthesis

Python

LightSpeech

LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Python

HiFi-GAN

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

Python

NaturalSpeech2

Python

UnivNet-pytorch

UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation

Python

AdaSpeech2

AdaSpeech 2: Adaptive Text to Speech with Untranscribed Data

Jupyter Notebook

AudioMAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders that Listen

Python

melgan

MelGAN implementation with Multi-Band and Full Band supports...

Jupyter Notebook

Liveness-Detection

Liveness Detection for human face

Python

gmvae_tacotron

Gaussian Mixture VAE Tacotron

Python

iSTFT-Avocodo-pytorch

Ultrafast GAN based Vocoder for Text to Speech

Python

Phone-Level-Mixture-Density-Network-for-TTS

Rich Prosody Diversity Modelling with Phone-level Mixture Density Network

Jupyter Notebook

NU-Wave-pytorch

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling

Python

ResMLP-pytorch

ResMLP: Feedforward networks for image classification with data-efficient training

Python

PPSpeech

PPSpeech: Phrase based Parallel End-to-End TTS System

Python

Zero-Shot-TTS

Unofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration

Python

NU-Wave2-pytorch

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates [WIP]

Python

SiT-pytorch

SiT: Self-supervised vision Transformer

Python

rectified-linear-attention

Sparse Attention with Linear Units

Python

CoaT-pytorch

CoaT: Co-Scale Conv-Attentional Image Transformers

Python

Movie-Recommender-System

Python

LocalViT-pytorch

LocalViT: Bringing Locality to Vision Transformers

Python

Bidirectional-LEM-pytorch

Pytorch Implementation of Bidirectional Long Expressive Memory

Python

compact-convolution-transformer

Compact Convolution Transformers

Python

WaveFlow

WaveFlow : A Compact Flow-based Model for Raw Audio

Python

McKinsey-Hiring-Hack-Challenge

My solution for Online McKinsey Hiring Hack Challenge hosted by Analytics Vidhya.

Jupyter Notebook

Word2Vec

Word2Vec tutorial using tensorflow

Jupyter Notebook

IMDB-Movie-Review-sentiment-Analysis

Jupyter Notebook

Meme-recognizer

Recognize the given image is Meme or not

Jupyter Notebook

Introduction-to-Tensorflow

Tensorflow tutorial from scratch

Jupyter Notebook

fastspeech2_samples

MyApplication

Android application in which audio and image play simultaneously

Java

Loan-Prediction-Challenge

Jupyter Notebook

CNN-Visualization

Jupyter Notebook

Twins-SVT-pytorch

Twins: Revisiting the Design of Spatial Attention in Vision Transformers

Image-classifier-for-all

Universal Image classifier

Jupyter Notebook

PropertySetUp

Document-Classifier

Classify documents using Machine learning

Jupyter Notebook

Data-Analysis

Jupyter Notebook

Avito-Duplicate-ads

Jupyter Notebook

Natural-Language-Processing

Jupyter Notebook

Keras

Predictive analysis using Keras a powerful Neural network library run over theano for python

Jupyter Notebook

Data-Mining-Algos

Famous Data Mining Algos written in python using scikit-learn library

Python

Identify-Question-Type

Given a question, the aim is to identify the category it belongs to. The four categories to handle for this assignment are : Who, What, When, Affirmation(yes/no). Label any sentence that does not fall in any of the above four as "Unknown" type.

Jupyter Notebook

Inception-Transformer-pytorch

iFormer: Inception Transformer

Email-Classification-Statement-Contract

classify emails into statements and contracts

Python

Movie-Recommendation-System

Hybrid Movie recommendation system

Jupyter Notebook

SystemInfo

Jupyter Notebook

rishikksh20.github.io

My Github Blog

HTML

LSTM_syntheic_gradient

Jupyter Notebook

rishikksh20/LSTM-Time-Series-Analysis

rishikksh20

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