Amit Singh, Author at Analytics India Magazine

Amit Singh

Amit Singh is Data Scientist, graduated in Computer Science and Engineering. Data Science writer at Analytics India Magazine.

Flair: Hands-on Guide to Robust NLP Framework Built Upon PyTorch

19/12/2020

Flair is a powerful open-source library for natural language processing to get insight from text extraction, named entity recognition.

AllenNLP: Quick-start Guide To NLP Research Library

18/12/2020

Allen Institute for Artificial Intelligence, which is one of the leading analysis organizations of Artificial Intelligence, develops this PyTorch-based library

Hands-On Guide To Natural language Processing Using Spacy

16/12/2020

Spacy is an open-source software python library used in advanced natural language processing and machine learning.

Guide To Google’s AudioSet Datasets With Implementation in PyTorch

13/12/2020

AudioSet Dataset is developed by the Google Sound and Video Understanding team. The core member of the AudioSet Dataset is Jort Florent Gemmeke.

Guide To LibriSpeech Datasets With Implementation in PyTorch and TensorFlow

11/12/2020

The Librispeech dataset is SLR12 which is the audio recording of reading English speech.

Guide To FreeSound Datasets With Implementation In PyTorch

09/12/2020

The FreeSound is a hierarchical collection of sound classes of more than 600 and has filled them with the audio samples of 297,144.

Guide To VoxCeleb Datasets For Audio-Visual of Human Speech

08/12/2020

Guide To VoxCeleb Datasets For Visual-Audio of Human Speech.

Guide To VGG-SOUND Datasets For Visual-Audio Recognition

07/12/2020

Guide To VGG-SOUND Datasets For Visual-Audio Recognition

Hand-on Implementation of CycleGAN, Image-to-Image Translation using PyTorch

06/12/2020

CycleGAN is designed for image-to-image translation, and it learns from unpaired training data.

It gives us a way to learn the mapping between one image domain and another using an unsupervised approach.

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