YoVDO

CMU Multilingual NLP 2020 - Text to Speech

Offered By: Graham Neubig via YouTube

Tags

Natural Language Processing (NLP) Courses Text Analysis Courses Data Acquisition Courses Low-Resource Languages Courses Multilingual Natural Language Processing Courses

Course Description

Overview

Learn about text-to-speech systems, focusing on efficient development for low-resource languages and challenges in multilingual contexts. Explore topics including text analysis, pronunciation, prosody, expressiveness, waveform generation, corpus-based synthesis, voice building tools, data acquisition, cross-lingual models, and evaluation methods. Gain insights from Alan Black's lecture for CMU's Multilingual Natural Language Processing course, covering the entire TTS pipeline and concluding with a summary and discussion on current trends in speech synthesis technology.

Syllabus

Intro
Text To Speech
Text Analysis
Non-standard words
Pronunciations
Prosody
Expressiveness
Waveform Generation
Corpus Based Synthesis
Voice building tools
Finding Data
Cross Lingual Models
Evaluation
TTS Summary
TTS Discussion Point


Taught by

Graham Neubig

Related Courses

Natural Language Processing
Columbia University via Coursera
Natural Language Processing
Stanford University via Coursera
Introduction to Natural Language Processing
University of Michigan via Coursera
moocTLH: Nuevos retos en las tecnologĂ­as del lenguaje humano
Universidad de Alicante via MirĂ­adax
Natural Language Processing
Indian Institute of Technology, Kharagpur via Swayam