A Study of Speech Recognition with Deep Learning
Journal Title: International Journal of Multidisciplinary Research and Analysis - Year 2022, Vol 5, Issue 05
Abstract
The development of deep learning and the continuous progress of artificial intelligence have contributed to the rapid development of speech recognition. Among them, the end-to-end structure is the more important part of the whole speech recognition. This paper introduces two end-to-end speech recognition methods, the attention model and the CTC loss function, describes the practical application of deep learning in speech recognition and suggests improvements to the two models. Finally, the practical usefulness of speech recognition is demonstrated by analyzing the application of trigger word detection and sentiment analysis in artificial intelligence in teaching and learning.
Authors and Affiliations
Feng Li, Yiyang Wei,
Keywords
Related Articles
- EP ID EP706307
- DOI 10.47191/ijmra/v5-i5-12
- Views 90
- Downloads 0
Stuttering Language Disorder of an Adult Male in Bondowoso: A Case of MR AG
Stuttering is a condition where a person experiences language insufficiency caused by a person's psychologicalcondition. The more unstable the person's emotions, the more chaotic the sentence structure produced by that p...
Level of Tourist Satisfaction in the Local Beaches of Calbayog City
Beach Tourism is one of the staple sectors in the industry of tourism. Domestic and International tourists invest time and money to experience different coastal activities for pleasure and excitement. Tourism reshapes as...
The Contribution of Internal Audit to Credit Management in Financial Institutions in Mali
The ultimate aim of this article is to present the role played by the internal auditor in the performance of decentralized financial systems (SFD). First of all, our reflections are directed towards a more in-depth liter...
Changes in Children's Self-Confidence Level after Participating in Confident Child School Program 2018 - 2022
This study aims to determine the level of self-confidence of the beneficiaries of the Sekolah Anak Percaya Diri program. The sample in this study were students of the Sekolah Anak Percaya Diri program as many as 57 child...
Factors Affecting the Efficiency of Teaching the Vietnamese Idioms to Foreigners Based on the Principle of Combined Cognition and Culture
Since Vietnam is integrating internationally in all aspects of social life, more and more foreigners are learning Vietnamese. However, there are still very few quantitative studies on teaching and learning Vietnamese idi...