Day 92 – Pytorch SpeechBrain All-In-One Speech Toolkit

We have seen many posts on Object detections, Autonomous cars, Stylized Paintings, Natural Language Processing, etc.?However, we never touched few areas on Artificial Intelligence, Machine Learning, Deep Learning.

Today, we are going to get a little deeper into the Speech Deep Learning toolkit.

What is SpeechBrain?

SpeechBrain is an open-source toolkit based on Pytorch developed exclusively for Speech technology.

What are SpeechBrain Toolkit supports?

• Speech Recognition: Speech-to-text
• Speaker Recognition: Speaker verification/ID
• Speaker Diarization: Detect who spoke when.
• Speech Enhancement: Noisy to clean speech
• Speech Separation: Separate overlapped speech
• Spoken Language Understanding: Speech to intent/slots.
• Multi-microphone processing: Combining input signals

SpeechBrain solves the following types of problems

• Speech classification (many-to-one, e.g., speaker-id)
• Speech regression (speech-to-speech mapping, e.g., speech enhancement)
• Sequence-to-Sequence (speech to speech mapping, e.g., speech recognition)

Further Reading

Posts on?Artificial Intelligence,?Deep Learning,?Machine Learning, and?Design Thinking?articles:

Autonomous Vehicle Environment Perception Task By Pandas Team

Deep Learning Basics: Introduction, Concepts, and Overview

TextStyleBrush by Facebook AI Research Team

Watercolor Painting Under 5 Mins Using Stylized Neural Painting Artificial Intelligence

Marker Pen Painting Under 5 Mins Using Stylized Neural Painting Artificial Intelligence

Detail Sentence Analyzer Using spaCy Natural Language Processing – Part II

Named Entity Recognition Using spaCy Natural Language Processing – Part III

AI Converts Your Photo Or Video Selfie To Animation – GANsNRoses

Artificial Intelligence Chatbot Using Neural Network and Natural Language Processing

Tensorflow Sobel Filter Image Processing and Computer Vision

Oil Painting Under 5 Mins Using Stylized Neural Painting Artificial Intelligence

COCO Keypoint Detection Detectron2 Computer Vision by Facebook AI Research (FAIR)

Predict An Image Using VGG16 Pre-trained Model

Fashion MNIST Zalando’s Article Images

Predict an Image Using MobileNetV3 Pre-trained Model for Mobile

Text to Image Generation Using OpenAI’s CLIP and BigGAN

Fundamental Concepts of Machine Learning

Posts on SAP:

How to Transform Your Business with SAP Data Intelligence?

SAP AI Business Services – Business Entity Recognition

SAP AI Business Services – Document Information Extraction

SAP AI Business Services – Service Ticket Intelligence

SAP AI Business Services: Document Classification

SAP AI Business Services

SAP Intelligent Robotic Process Automation, Use Case, Benefits, and Available Features

SAP Conversational AI