6 Deep Learning Models for Speech Recognition
Learning Outcomes
After reading this chapter, you will be able to:
- Understand the basics of conventional speech recognition techniques.
- Demonstrate an understanding of the techniques of statistical acoustic modeling.
- Understand the basic concepts behind cutting-edge deep-learning-based ASR system.
6.1 Traditional Methods of Speech Recognition
For more than 60 years, ASR has been a subject of study. The transcription industry has evolved tons over the past 10 years. However, in practical acoustic settings, accurately understanding spoken utterances remains a challenge. Traditionally, speech recognition process is divided on the basis of two categories as shown ...
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