Wav2Spk, learning speaker emebddings for Speaker Verification using raw waveforms
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Speech Processing
Criminal Networks
Criminal Networks
Speech Processing
Criminal Networks
Criminal Networks
Criminal Networks
Speech Processing
Signal Processing
Signal Processing
Signal Processing
Signal Processing
Signal Processing
Speech Processing
Signal Processing
Signal Processing
Natural Language Processing
Speech Processing
Speech Processing
Speech Processing
Natural Language Processing
Natural Language Processing
Natural Language Processing
Natural Language Processing
Natural Language Processing
Applied Data Science
Applied Data Science
Applied Data Science
Supervise and Unsupervised Algorithms
Parameters and Model Optimization
Graph Analysis and Graph Learning
Advanced Machine Learning
Advanced Machine Learning
Better features, better data
Natural Language Processing
Advanced Machine Learning
Advanced Machine Learning
Data Viz
Parameters and Model Optimization
Parameters and Model Optimization
Supervised Learning Algorithms
Supervised Learning Algorithms
Data Viz
Data Viz
Markov Processes and HMM
Markov Processes and HMM
Markov Processes and HMM
Natural Language Processing
Natural Language Processing
Natural Language Processing
Graph Analysis and Graph Learning
Graph Analysis and Graph Learning
Graph Analysis and Graph Learning
Graph Analysis and Graph Learning
Supervised Learning Algorithms
Supervised Learning Algorithms
Machine Learning Basics
Supervised Learning Algorithms
Machine Learning Basics
Machine Learning Basics
Apache Spark
Tips & Tricks
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
In this project, we will analyze data from a taxi business. The aim of the lab is to : Connect to a streaming data Topic in Cloud Pub/sub Ingest streami...
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Road to Google Cloud Platform Certification
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Tips & Tricks
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Parallel and Distributed Computing
Amazon Web Services
Amazon Web Services
Parallel and Distributed Computing
Amazon Web Services
Elastic Search, Logstash, Kibana
Elastic Search, Logstash, Kibana
Elastic Search, Logstash, Kibana
Elastic Search, Logstash, Kibana
GDelt Project
GDelt Project
Amazon Web Services
Google Cloud Platform
Google Cloud Platform
Amazon Web Services
Amazon Web Services
GDelt Project
GDelt Project
Amazon Web Services
Amazon Web Services
Amazon Web Services
My girlfriend and I were recently looking for a house to buy. Rather than spending time on each of the real-estate websites individually, I decided to build ...
I recently gave a talk on EM for GMMs and HMMs at EPFL and published the slides here. For the sake of the presentation, I built an interactive web applicatio...
I recently had to build a Dash web application to illustrate what Dash-Plotly can do. I chose to present some capabilities regarding Data Viz and Machine Lea...
Many teachers are working from home during COVID-19 crisis, receiving and grading works online. My mother is in this situation. To help her, I built AutoGrad...
Due to the lack of regularly updated database of COVID-19 cases in Senegal, I decided to build an open database and a web application to display this informa...
Can we detect the gender of a voice using ML methods? I recently came across this article which I found quite interesting in the way it addresses Gender Iden...
Voice activity detection is a field which consists in identifying whether someone is speaking or not at a given moment. It can be useful to launch a vocal as...
Yolo is one of the greatest algorithm for real-time object detection. In its large version, it can detect thousands of object types in a quick and efficient ...
AllenNLP is an Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks....
In the previous article, we managed to build a container from a simple web application using Spacy, Streamlit and Docker. We ran the container locally. In th...
Deploying your model in an interactive web application as a container can be challenging. Well, at least it used to. In this project, I will show you how to ...
We developped a multimodal emotion recognition platform to analyze the emotions of job candidates, in partnership with the French Employment Agency.
The GDELT Project monitors the world’s broadcast, print, and web news from nearly every corner of every country in over 100 languages and identifies the peop...
In this tutorial, we’ll see how to create and launch a face detection algorithm in Python using OpenCV. We’ll also add some features to detect eyes and mouth...
Over the course of the past months, I wrote over 100 articles on my blog. That’s quite a large amount of content. An idea then came to my mind : train a lang...
In this article, we will be using data from the Web Gallery of Art, a virtual museum and searchable database of European fine arts from the \(3^{rd}\) to \(1...
I developped an interactive D3.js plot of the population density of France. The tool highlights dense regions of France, and has a zoom feature.
“OpenPose represents the first real-time multi-person system to jointly detect human body, hand, facial, and foot key points (in total 135 keypoints) on sing...
In this project, our aim will be to create a VM instance to process real earthquake data and make the analysis publicly available.
Storing and querying massive datasets can be time-consuming and expensive without the right hardware and infrastructure. Google BigQuery is an enterprise dat...
For a recent project, I developped an interactive data visualization tool that was deployed on a web app. The corresponding GitHub repository can be found he...
More than 80% of the goods consumed worldwide are transported in containers. The invention of the container is no less than the greatest revolution in our mo...
According to ReadWriteWeb, all articles in the English version of Wikipedia lead to the article “Philosophy”. If you click on the first link of each article,...
Smart devices such as IoT sensors use low energy consuming networks such as the ones provided by Sigfox or Lora. But without using GPS networks, it becomes h...
In this challenge, our aim was to develop face classification algorithms using Deep Learning Architectures. I have explored hand-made CNNs, Inception, XCepti...
The dataset I am using in this project (github_comments.tsv) that carries 4000 comments that were published on pull requests on Github by developer teams.
Hadoop runs only on GNU/Linux platforms. Therefore, if you have another OS, you need to install Virtual Box. Virtual Box is a software that lets you create a...
In this project, we will build a language recognition app using Markov Chains and likelihood decoding algorithm. If you have not seen my previous articles on...
In this challenge, I am trying to predict the forest cover type (the predominant kind of tree cover) from strictly cartographic variables (as opposed to remo...
Autoencoder is a type a neural network widely used for unsupervised dimension reduction. So, how does it work? What can it be used for? And how do we impleme...
Before we start
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Data Analysis Basics
Before we start
Final step
Time Series
Time Series
Time Series
Logistic Regression
Time Series
Time Series
Matlab
Statistical Hypothesis testing
Linear Model
Linear Model
Books, papers and talks
Deep Learning with PyTorch
Deep Learning with PyTorch
Deep Learning with PyTorch
Deep Neural Networks
Deep Neural Networks
Deep Neural Networks
Deep Neural Networks
Deep Neural Networks
Deep Neural Networks
Deep Neural Networks
Computer Vision
Computer Vision
Computer Vision
Computer Vision
Computer Vision
Computer Vision
Advanced AI
Advanced AI
Advanced AI
Speech Processing
Speech Processing
Speech Processing
Tutorials
Tutorials
Thoughts
Thoughts
Process