Machine Learning Modeling Pipelines in Production_Quiz
개요Coursera ML Ops Course 3 Quiz 1. Hyperparameter Tuning and Neural Architecture Search Link: https://www.coursera.org/learn/machine-learning-modeling-pipelines-in-production/home/week/1 2. A
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A fine-tuned wav2vec2.0/Hubert benchmark for SER, Speaker verification and spoken language understanding
Journal/Conference: arXiv preprint arXiv:2111.02735Year(published year): 2022Author: Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab HebaSubject: wav2vec 2.0, HuBERT, speech emotion recognition,
SUPERB, Speech processing Universal PERformance Benchmark
Journal/Conference: arXiv preprint arXiv:2105.01051Year(published year): 2021Author: Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia,Yist Y. Lin, Andy T. Liu, Jiaton
Speaker Normalization for Self-Supervised Speech Emotion Recognition
Journal/Conference : ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Year(published year): 2022Author: Itai Gat, Hagai Aronowitz, Weizhong Zhu, E
Speech Emotion Recognition Using Self-Supervised Features
Journal/Conference : ICASSP IEEEYear(published year): 2022Author: Edmilson Morais, Ron Hoory, Weizhong Zhu, Itai Gat, Matheus Damasceno and Hagai AronowitzSubject: Speech Emotion Recognition, sel
Machine Learning Data Lifecycle in Production_Quiz
개요Coursera ML Ops Course 2 Quiz 1. Intro to MLEP Link: https://www.coursera.org/learn/machine-learning-data-lifecycle-in-production/home/week/1 2. Data Collection 3. Data Labeling
Machine Learning Data Lifecycle in Production
Course Link Lecture 2 in MLOps Data Label Collecting Data You need to make sure that your data covers the same region of your feature space as the prediction request that you’ll get your trai
Domain Invariant Feature Learning for Speaker-Independent Speech Emotion Recognition
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
Introduction to Machine Learning in Production_Quiz
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
Introduction to Machine Learning in Production
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