YoVDO

Communicating with Natural Language

Offered By: Udacity

Tags

Natural Language Processing (NLP) Courses Machine Learning Courses Speech Recognition Courses Deep Neural Networks Courses Voice User Interface Courses

Course Description

Overview

Learn voice user interface techniques that turn speech into text and vice versa. Build a speech recognition model using deep neural networks.

Syllabus

  • Course Introduction
    • Introduce the course outline and the course prerequisite
  • Intro to Voice User Interfaces
    • Get acquainted with the principles and applications of VUI, and get introduced to Alexa skills.
  • (Optional) Alexa History Skill
    • Build your own Alexa skill and deploy it!
  • Speech Recognition
    • Learn how an automatic speech recognition (ASR) pipeline works.
  • Project: DNN Speech Recognizer
    • Build a deep neural network that functions as part of an end-to-end automatic speech recognition pipeline.

Taught by

Luis Serrano and Dana Sheahan - color

Related Courses

Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Elaborazione del linguaggio naturale
University of Naples Federico II via Federica Deep Learning for Natural Language Processing
University of Oxford via Independent Deep Learning Summer School
Independent Sequence Models
DeepLearning.AI via Coursera