saolxs
I am a software engineer / postgraduate student whose main areas of interest are software development, data science, machine learning, and its subgroups.
Computer Science(MSc) StudentJohannesburg, Gauteng
Pinned Repositories
MiniHack-the-Planet
Wits Computer Science Honours Reinforcement Learning Project
dqn-atari
This repo is focused on the implementation of the Deep Q-Learning (DQN) agent to play Atari games. For this we use the Pong environment which are contained within the OpenAI Gym Atari package.
effect-of-covid19-on-crime-rate-in-south-africa
indabax-isazi-hackathon
legged-robots
implementation of ppo on legged robots
mojo
The Mojo Programming Language
retro-events
Created with StackBlitz ⚡️
robot-navigation
saolxs
Config files for my GitHub profile.
speech-emotion-recognition
In this project, we will use Convolution Neural Networks to detect Emotions in Conversations. To train our model and analyze the acoustic features of the audio data recording, we will exclusively use English audio datasets from the MSP Podcast Corpus, CREMA-D, Toronto emotional speech set (TESS), and Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS). We plan to identify the following emotions: happiness, sadness, neutral, anger, disgust, and fear. Given the increasing levels of sadness in the midst of the covid-19, our long-term goal is to expand this project as a tool to be used in a voice-based assistant on a suicide prevention hotline.
saolxs's Repositories
saolxs/speech-emotion-recognition
In this project, we will use Convolution Neural Networks to detect Emotions in Conversations. To train our model and analyze the acoustic features of the audio data recording, we will exclusively use English audio datasets from the MSP Podcast Corpus, CREMA-D, Toronto emotional speech set (TESS), and Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS). We plan to identify the following emotions: happiness, sadness, neutral, anger, disgust, and fear. Given the increasing levels of sadness in the midst of the covid-19, our long-term goal is to expand this project as a tool to be used in a voice-based assistant on a suicide prevention hotline.
saolxs/dqn-atari
This repo is focused on the implementation of the Deep Q-Learning (DQN) agent to play Atari games. For this we use the Pong environment which are contained within the OpenAI Gym Atari package.
saolxs/effect-of-covid19-on-crime-rate-in-south-africa
saolxs/legged-robots
implementation of ppo on legged robots
saolxs/mojo
The Mojo Programming Language
saolxs/retro-events
Created with StackBlitz ⚡️
saolxs/robot-navigation
saolxs/saolxs
Config files for my GitHub profile.
saolxs/saolxs.github.io