CMU Multilingual NLP 2020 - Low Resource ASR

This course focuses on applying Automatic Speech Recognition (ASR) systems to low- or no-resource languages. The learning outcomes include understanding ASR without transcribed data, cross-lingual phone recognition, speech translation, and iterative decoding in different languages. The course teaches skills such as intent discovery from acoustics, keyword matching, and discussing ASR with no data. The teaching method involves lectures and discussions. This course is intended for students and professionals interested in multilingual natural language processing and ASR technology.