Ankit Bahuguna's repositories
AudioMLProject1
Voice Activity Detection: In this first assignment, we will create a dataset that simulates speech in every-day scenarios. We train a classifier on this dataset for distinguishing voiced from non-voiced sections, a task called voice activity detection, VAD for short. This, of course, requires a ground truth in terms of VAD annotations.
AudioMLProject3
Emotion recognition of Speaker's Speech Data. Employ speaker detection classifiers for emotion recognition, a multiclass classification problem. Emotion Classes: Happy, Sad, Neutral, Relaxed and Angry
AudioMLProject2
Speaker Detection: We have one target speaker whom we want to detect. The set of impostors is open, i.e., we have no prior information on the test speakers. An important part of the speaker detection pipeline is voice activity detection to filter out segments of the signal that do not contain speech.
BagOfWordsModel
The bag-of-words model is a simplifying representation used in natural language processing and information retrieval (IR). In this model, a text (such as a sentence or a document) is represented as the bag (multiset) of its words, disregarding grammar and even word order but keeping multiplicity. Recently, the bag-of-words model has also been used for computer vision.[1] The bag-of-words model is commonly used in methods of document classification, where the (frequency of) occurrence of each word is used as a feature for training a classifier.
AvroParquetExample
A project demonstrating the functionality of Avro and Parquet.
ThriftParquetExample
This is a sample project which tests a Parquet implementation allowing writing of serialized Thrift objects into a Parquet file format. For more information refer to: www.parquet.io
dsalgojava
The repository holds the code in Java for various problems asked in a Software Engineering Interview for Product based companies like Facebook. Google, Amazon and Microsoft.
AnatomyOfMatplotlib
Anatomy of Matplotlib Tutorial originally developed for SciPy 2013
datascience-anthology-pydata
PyData, The Complete Works of
DesignPatternsExample
This project introduces Design Patterns for Java. I am learning new patterns during my day to day work and hence i created this project which can be used as a reference to get familiar with the subject.
ESEvaluation
Elastic Search Evaluation
ESIndexTest
Elastic Search Indexing Custom Mapping performance Evaluation Test
ESMillionTest
Generating million fields randomly for a single elastic search index and testing performance on load.
ESSwitchAlias
Elastic Search concurrent alias switching bulk indexing and searching.
ESSyncAsyncWrite
Evaluating Elastic Search's sync and async writes with variable replicas and constant number of shards and observing java heap usage on the client end.
ESUpsertEvaluation
This project evaluates Elastic Search upserts (Updaing + Inserts, if not existing) operations in an index consisting of million indexed documents and check the performance over a period of time.
HadoopWordCount
A Sample Hadoop Word Count Application to start woking with Hadoop Development using Eclipse
hello-akka
Hello World Akka Project
HPPCExample
HPPC: High Performance Primitive Collections for Java. HPPC provides template-generated implementations of typical collections, such as lists, sets and maps, for all Java primitive types. The primary driving force behind HPPC is optimization for highest performance and memory efficiency.
java-sample-concurrency
Sample Code Files for Java Concurrency
KisiBuildingPresence
This module constitutes the Building Presence feature built for Kisi Android App during Android Praktikum 2014 @ TUM
KisiFinal
The complete Kisi App developed during the Android Praktikum. This does not include the building presence feature, which was developed in a separate branch and thereby released as a separate project.
LSTM
LSTM Neural Network in Python and Cython, used for language modelling
MyStyleBuddy
A web application, which recommends the clothing and accessories specifically for females based on their appearance inputs i.e. skin color, body shape, age and clothing color preference. The results will be sorted based on the occasion i.e., festival, formals, meetings, social etc. Developed during Yahoo HackU IIT Bombay 2013.
scipy-2015-cython-tutorial
Content for the SciPy 2015 Cython tutorial: http://www.scipy2015.scipy.org/ehome/115969/289057/?&
SentimentAnalysisJava
Java Files relevant to the project Sentiment Analysis of Movie Reviews (Kaggle Contest)
SentimentAnalysisMovieReviews
Sentiment Analysis Movie Reviews Kaggle Competetion! Link: https://www.kaggle.com/c/sentiment-analysis-on-movie-reviews
TextToSpeech
This Android Application allows a user to enter a text and it converts the same text into speech using the Android built-in Text to Speech System.
tum-thesis-latex
A LaTeX template for TUM theses.