TatjanaChernenko

ActionAI

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

ai-codereviewer

AI Code Reviewer: Enhance your GitHub workflow with AI-powered code review! Get intelligent feedback and suggestions on pull requests using OpenAI's GPT-4 API, improving code quality and saving developers time.

ai_code_assistant

AUDIO-PREOCESSING-AND-SPEECH-CLASSIFICATION

This repository consists of the IPython Notebook for the work related to audio processing and implementing convolution neural networks for the speech classification. The dataset use for this task belongs to google brain when they hosted the competition on Kaggle. The name of the challenge was TensorFlow Speech Recognition Challenge.

image_description_generation

NL Generation from structured inputs. Focuses on generating natural language descriptions for images by exploring the relationship between textual descriptions and image attributes. Leveraging an encoder-decoder architecture with LSTM cells, the system transforms normalized vector representations of attributes into fixed-length vector.

Predictive-Maintenance-with-LSTM

Predictive Maintenance: Use LSTM to predict failure (binary classification) and RUL (remaining useful life or time to failure with regression) of aircraft engines.

reinforcement_learning_agent_Bomberman_game

Training an agent for the multi-player game Bomberman using reinforcement learning, deep Q-learning with a dueling network architecture and separate decision and target networks, prioritized experience replay.

speechbrain

A PyTorch-based Speech Toolkit

TatjanaChernenko

About me.

word_sense_induction_CHERTOY_system

An approach to improve word sense induction systems (WSI) for web search result clustering. Exploring the boundaries of vector space models for the WSI Task. CHERTOY system. Chernenko, Tatjana and Toyota, Utaemon Institute for Computational Linguistics of University Heidelberg. 2017/2018

TatjanaChernenko/Predictive-Maintenance-with-LSTM

Predictive Maintenance: Use LSTM to predict failure (binary classification) and RUL (remaining useful life or time to failure with regression) of aircraft engines.

TatjanaChernenko/speechbrain

A PyTorch-based Speech Toolkit

TatjanaChernenko/ai-codereviewer

AI Code Reviewer: Enhance your GitHub workflow with AI-powered code review! Get intelligent feedback and suggestions on pull requests using OpenAI's GPT-4 API, improving code quality and saving developers time.

TatjanaChernenko/ai_code_assistant

TatjanaChernenko/TatjanaChernenko

About me.

TatjanaChernenko/autotrain-advanced

🤗 AutoTrain Advanced

TatjanaChernenko/awstexttospeech

Using AWS Lambda and Polly converting text to speech and creating a automated pipeline

TatjanaChernenko/bash-whisper-transcription

Bash function to ease the transcription of audio files with OpenAI's whisper.

TatjanaChernenko/basic_NLP_examples

preprocess, top words, word cloud, AgglomerativeClustering, PCA, Sentiment analysis, Topic Detection

TatjanaChernenko/ctts

Controllable Text-to-speech system, based on FastSpeech2

TatjanaChernenko/customizable-gpt-chatbot

A dynamic, scalable AI chatbot built with Django REST framework, supporting custom training from PDFs, documents, websites, and YouTube videos. Leveraging OpenAI's GPT-3.5, Pinecone, FAISS, and Celery for seamless integration and performance.

TatjanaChernenko/DeepSpeech_for_devices

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

TatjanaChernenko/distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

TatjanaChernenko/dolla_llama

Never forget the resource that helps to close that sales call! Power a real-time speech-to-text agent with retrieval augmented generation based on webscraped customer use-cases.

TatjanaChernenko/espnet

End-to-End Speech Processing Toolkit

TatjanaChernenko/FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models.

TatjanaChernenko/huggingface_notebooks

Notebooks using the Hugging Face libraries 🤗

TatjanaChernenko/ibm_anomaly_detection_time_series_univariate

Use IBM API for anomaly detection in time series data, visualisation, seasonality with statsmodels decomposition and Fourier analysis, K-Means clustering

TatjanaChernenko/mongodb_webscrapping

Extracting job postings from LinkedIn, storing them in a local MongoDB database, and notifying the user via email about relevant job opportunities.

TatjanaChernenko/regex_examples

Python regex expressions - examples

TatjanaChernenko/sentences_to_speech

A Python script for generating audio from a list of sentences in Google Sheets.

TatjanaChernenko/Simple-Text-to-Speech

A Simple Text to Speech App made in python with PyQt5

TatjanaChernenko/StreamlitTTS

This Streamlit app allows you to convert text to audio files using the Microsoft Edge's online text-to-speech service.

TatjanaChernenko/text_categorisation_ML

Reuters text categorisation with MLP, LinearSVC, Logistic Regression, k nn 5, k nn 3, Logistic Regression, Random Forest (200 estimators), Random Forest (50 estimators), Decision Tree, Naive Bayes, linear SVM

TatjanaChernenko/tiktok-analyzer

TikTok video scraping and multimodal content analysis tool.

TatjanaChernenko/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

TatjanaChernenko/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

TatjanaChernenko/wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

TatjanaChernenko/whisper-stream

A bash script that uses the OpenAI Whisper API to transcribe continuous spoken audio into text

TatjanaChernenko/Whisper_Speech-To-Text_Telegram_Bot

Speech-to-Text Телеграмм Бот c использованием OpenAI Whisper