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Praveen's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

alexa-dataset-contextual-query-rewrite icon alexa-dataset-contextual-query-rewrite

This repo includes extensions to the Stanford Dialogue Corpus. It contains crowd-sourced rewrites to facilitate research in dialogue state tracking using natural language as the interface.

altair icon altair

Declarative statistical visualization library for Python

artgan icon artgan

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

asr-audio-data-links icon asr-audio-data-links

A list of publically available audio data that anyone can download for ASR or other speech activities

audio-classification-deep-learning icon audio-classification-deep-learning

We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction time of each model are compared. This is explained by model deployment, which allows users to load the desired sound output for each model that is successfully deployed, as will be addressed in more depth later.

audio-sentiment-analysis icon audio-sentiment-analysis

This repository consists of work done to analyse sentiment of a customer in a conversation with a call center agent using various machine learning algorithms and audio features.

audiocaps icon audiocaps

🔊 Repository for our NAACL-HLT 2019 paper: AudioCaps

audiodatacollector icon audiodatacollector

This is a set of scripts to collect audio data from field sites and transfer them to host periodically.

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-diarization icon awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

bacondecomp icon bacondecomp

:exclamation: This is a read-only mirror of the CRAN R package repository. bacondecomp — Goodman-Bacon Decomposition

blueprints-text icon blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

bscm icon bscm

Bayesian Synthetic Control Method per (Kim, Lee, Gupta 2020)

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