Journal/Conference : IEEE/ACM Transactions on Audio, Speech, and Language ProcessingYear(published year): 2022Author: Cheng Lu , Yuan Zong , Member, IEEE, Wenming Zheng , Senior Member, IEEE
개요Coursera ML Ops Course 1 Quiz 1. The Machine Learning Project Lifecycle Link: https://www.coursera.org/learn/introduction-to-machine-learning-in-production/home/week/1 2. Deployment 3. Sel
Course Link Lecture 1 in MLOps Overview the key steps involved in a typical machine learning project. It starts with scoping, where the project goals and variables (X and Y) are defined. Data
개요Coursera Deep Learning Course 5 Quiz 1. Recurrent Neural Networks Link: https://www.coursera.org/learn/nlp-sequence-models/home/module/1 2. Natural Language Processing
Journal/Conference : ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Year(published year): 2022Author: Yuan Gao, Shogo Okada, Longbiao Wang, Jiax
Course Link Lecture 5 in Deep Learning RNN there is one-to-many. So, this was a music generation or sequenced generation as example. And then, there’s many-to-one, that would be an example of sen
개요 Coursera Deep Learning Course 4 Quiz 1. The Basics of ConvNets Link: https://www.coursera.org/learn/neural-networks-deep-learning/home/module/1 2.Deep Convolutiona
정상성(stationarity) 시계열은 시계열의 특징이 해당 시계열이 관측된 시간에 무관 추세나 계절성이 있는 시계열은 정상성을 나타내는 시계열이 아님 → 추세와 계절성은 서로 다른 시간에 시계열의 값에 영향을 줄 것이기 때문. 백색 잡음(white noise) 시계열: 정상성을 나타내는 시계열 → 언제 관찰하는지에 상관이 없고 시간에 따라 어떤 시점에서
Journal/Conference : IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing,(HPSC) and IEEE Intl Conference on Inte
Course Link Lecture 4 in Deep Learning CNN By convention, in machine learning, we usually do not bother with this flipping operation. Technically this operation is maybe better called cross-corre