Personalized voice assistant 'Alice' with Language classification, Speech Recognition, Machine Translation, Restoring Punctuation, Conversational and Speech Synthesis.
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Updated
Mar 11, 2022 - Python
Personalized voice assistant 'Alice' with Language classification, Speech Recognition, Machine Translation, Restoring Punctuation, Conversational and Speech Synthesis.
Build and analyzed a language classifying pipeline in order to gain insight and familiarity to typical Natural Language Processing (NLP) tools and strategies.
Classifying English, Slovak, Czech language using Naive Bayes
This program identify the input text language.
Suite of Python modules to recognise the language of a file
Using Decision Tree and AdaBoost to classify languages(English/Dutch)
Language classifier based on BERT to classify Aviation Safety Reporting System (ASRS) narratives into categories that were clustered by using language embedding similarity.
Performing various NLP tasks with different Python libraries
Code for the live site for LangSonic, a multilingual speech classification CNN.
This curated collection brings together a dataset of common Swahili stopwords gathered from various sources on the internet. Stopwords are words that are frequently used in a language but typically don't contribute significant meaning to a text.
Language Identification Techniques and Analysis (5 encoding X 17 models)
Classified sentences into one of Slovak, Czech, and English. Implemented relevant preprocessing steps, addressed the class imbalance in training set by employing the learned theory of Naive Bayes Models, and implementing subword units.
Streamlit web app
Python Binding for Rust WhatLang, a language detection library
Implementing a Naive Bayes Classifier for multiclass classification to identify language of a given text
Click below to checkout the website
A single-layer neural network written from scratch that predicts the language of the text.
Natural language detection library for .NET, suitable for long and short text alike
Language Identifier model : takes a sentence as input and predict its language.
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