Jason-Oleana

speech-emotion-classification

MFCC features + SVM for speech emotion classification

How-to-run-a-python-script-by-clicking-on-an-html-button

speech-classification

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.

image-to-sequence-prediction

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.

bert-embeddings-sentiment-analysis

Sentiment Analysis using BERT embeddings + MLP (Multi Layer Perceptron). Served as A REST API in FastAPI and running in Docker.

fasttext-language-detection

Fasttext language detection wrapped in Fastapi + Docker🐋

Sentiment-Classification-Using-Word2Vec-ML-models

keras-io

Keras documentation, hosted live at keras.io

neuspell

NeuSpell: A Neural Spelling Correction Toolkit

conversational-datasets

Large datasets for conversational AI

elastic_transformers

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

from-classification-to-web-application

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.

haystack

: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!

hermod

voice services stack from audio hardware through hotword, ASR, NLU, AI routing and TTS bound by messaging protocol over MQTT

Jason-Oleana

Keras_AttentiveNormalization

Unofficial Keras implementation of the paper Attentive Normalization.

notebooks

Notebooks using the Hugging Face libraries 🤗

rasalit

Visualizations and helpers to improve and debug machine learning models for Rasa Open Source

sentence-transformers

Sentence Embeddings with BERT & XLNet

Sentiment-Classification-Using-Word2Vec-DL-models

speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

Spotify-bot

usif

Implementation of unsupervised smoothed inverse frequency (Best Paper, Repl4NLP @ ACL 2018)

weaviate

Weaviate is a cloud-native, modular, real-time vector search engine

webrtc-google-transcript

Transcript Audio/Video Call in a real time

written-and-spoken-digits-classification