Jason Oleana's Projects
Sentiment Analysis using BERT embeddings + MLP (Multi Layer Perceptron). Served as A REST API in FastAPI and running in Docker.
Large datasets for conversational AI
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Fasttext language detection wrapped in Fastapi + Docker🐋
The main goal of this repo is to provide a simple example of how to build your own machine learning-based web application from start to finish.
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more!
voice services stack from audio hardware through hotword, ASR, NLU, AI routing and TTS bound by messaging protocol over MQTT
The goal is to learn to generate the Scalable Vector Graphics (SVG) code correspondig to images of simple colored shapes. SVG is a markup language which is used to define vector graphics.
Keras documentation, hosted live at keras.io
Unofficial Keras implementation of the paper Attentive Normalization.
NeuSpell: A Neural Spelling Correction Toolkit
Notebooks using the Hugging Face libraries 🤗
Visualizations and helpers to improve and debug machine learning models for Rasa Open Source
Sentence Embeddings with BERT & XLNet
In this challenge, the goal is to learn to recognize which of several English words is pronounced in an audio recording. This is a multiclass classification task.
MFCC features + SVM for speech emotion classification
Speech recognition module for Python, supporting several engines and APIs, online and offline.
Implementation of unsupervised smoothed inverse frequency (Best Paper, Repl4NLP @ ACL 2018)
Weaviate is a cloud-native, modular, real-time vector search engine
Transcript Audio/Video Call in a real time