Analysis of voices based on the Mel-frequency band

Analysis of voices based on the Mel-frequency band.Goal: Identification of voices speaking (diarization) and calculation of speech partition (in %). Methodology: Collect voice data Sample audio data of x speakers that talk y times to represent a round of people talking Annotate samples with labels and merge audio file Create train & test split of samples Train unsupervised clustering module to detect number of people Train supervised RNN classifier to determine who is speaking at time x Preprocessing Convert files […]

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Az Residential Real Estate Analysis

-Decided on libraries to import. Includes pandas, json, requests, plotly express, hvplot, geopandas, numpy and url. -Read in a nested json and cvs files of residential properties for sale in PHX and surrounding areas, and sorted through the atrributes to get our dataframes in a clean format. -Using urlopen, we read other json files into a sperate dataframe to plot and compare with our other data. -Analyzed and plotted the data using plotly, hvplot, and geopandas. -Plots included a map […]

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A collection of useful functions for writers to analyze text/stories

AuthorTools provides a multitude of functions for easily analyzing (your?) writing. AuthorTools is made especially for creative writers with some python skills, or developers of writing applications. It contains tools to split strings in a variety of ways, such as into sentences or by chapter, and functions to analyze text, like counting the percent of a text that is composed of dialogue (in quotes). Installation AuthorTools is available on PyPI. Usage AuthorTools provides its functions in authortools.py. After installation, you […]

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A package for event file analysis and recasting of LHC results

Outline What is MadAnalysis 5? MadAnalysis 5 is a framework for phenomenological investigations at particlecolliders. Based on a C++ kernel, this program allows to efficiently perform, ina straightforward and user-friendly fashion, sophisticated physics analyses ofevent files such as those generated by a large class of Monte Carlo eventgenerators. The first running mode (Normal Mode) of the program, easier to handle, uses the strengths of apowerful Python interface in order to implement physics analyses by means of aset of intuitive commands. […]

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Python class to perform AB test analysis

Python class to perform AB test analysis Overview This repo contains a Python class to perform an A/B/C… test analysis with proportion-based metrics (including posthoc test). In practice, the class is can be used along with any appropriate RDBMS retrieval tool (e.g. google.cloud.bigquery module for BigQuery) so that, together, they result in an end-to-end analysis process, i.e. from querying the experiment data stored originally in SQL to arriving at the complete analysis results. The ABTest Class The class is named […]

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Static Code Analysis: a code comprehensive analysis platform

TCA, Tencent Cloud Code Analysis English | 简体中文 What is TCA Tencent Cloud Code Analysis (TCA for short, code-named CodeDog inside the company early) is a code comprehensive analysis platform, which includes three components: server, web and client. It supports the integration of common code analysis tools in the industry. Its main function is to ensure the code quality under agile iterations of multiple engineering projects, and Support the team to inherit the code culture. Code analysis is to analyze […]

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Powered by the Will?: Themes in online discussions of Fitness

This repo includes tools for Subreddit analysis, originally developed for our class project of PSYC 626 in USC, titled “Powered by the Will?: Themes in online discussions of Fitness”. Installation and Requirements You need to use Python 3.9, R 4.1.0 and git basically to run the scripts provided in this repo. For Ubuntu, to install essential dependencies: sudo apt update sudo apt install git python3.9 python3-pip pip3 install virtualenv Now clone this repo: git clone https://github.com/gchochla/subreddit-analysis cd subreddit-analysis Create and […]

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Python module that parse power builder file (PBD) and analyze code (Incomplete)

Python module that parse power builder file (PBD) and analyze code (Incomplete)this tool is composed of: pbd_dump.py this tool extract files from pbd file and save it to folder named analyse_folder.py after extract pbd into folder you can use this tool to decompile supported files (“win”, “fun”, “udo”) analyse.py this tool is used to decompile one file with extension (“win”, “fun”, “udo”) by create a folder with name of the file and put inside it the code in hierarchical all […]

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