An ongoing review of speech emotion recognition
Journal/Conference : Science DirectYear(published year): 2023Author: Javier de Lope, Manuel GrañaSubject: Speech Emtion Recognition, Speech feature extraction Summary This paper provides an ov
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Imporoving Deep Neural Networks, Hyper parameter tuning, Regularization and Optimization_Quiz
개요Coursera Deep Learning Course 2 Quiz 1.Practical aspects of Deep Learning Link: https://www.coursera.org/learn/deep-neural-network/home/module/1 2.Optimization Algorithms Link: https://w
Neural Networks and Deep Learning_Quiz
개요Coursera Deep Learning Course 1 Quiz 1.Introduction to Deep Learning Link: https://www.coursera.org/learn/neural-networks-deep-learning/home/module/1 2.Neural Network Basics Link: https://
Imporoving Deep Neural Networks, Hyper parameter tuning, Regularization and Optimization
Course Lecture 2 in Deep Learning Regularization useful technique for reducing variance. There is a little bit of a bias variance tradeoff when you use regularization. It might increase the bias a li
wav2vec 2.0, A Framework for Self-Supervised Learning of Speech Representations
Journal/Conference : IEEEYear(published year): 2020Author: Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael AuliSubject: self-supervised learning, speech representation Self-supervised l
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research andAffective Computing
Journal/Conference : IEEEYear(published year): 2016Author: Florian Eyben, Klaus R. Scherer, Bjorn W. Schuller, Johan Sundberg, Elisabeth Andre, Carlos Busso, Laurence Y. Devillers, Julien Epps, P
Neural Networks and Deep Learning
Course Lecture 1 of Deep Learning Course Derivatives https://community.deeplearning.ai/t/derivation-of-dl-dz/165 vectorizing logistic regression Why we like to use that cost function for logistic re
Gen App Builder
개요 구글에서 새롭게 발표한 gen app builder에 대해서 알아보자 어떤 기능이 있고 official doc이 발표된 게 많이 없지만 있는걸 최대한 활용해서 설명한다(유투브에 나온 데모 설명 포함) 웹사이트 설명 오피셜 문서는 아니지만 사이트에 간단하게 설명이 잘 되어 있어서 첨부. Gen App Builder의 도움으로 기계 학습 경험이 없는 개
Hi,KIA A Speech Emotion Recognition Dataset for Wake-Up Words
Journal/Conference : IEEEYear(published year): 2022 SeptemberAuthor: Taesu Kim, SeungHeon Doh, Gyunpyo Lee, Hyungseok Jeon, Juhan Nam, Hyeon-Jeong SukSubject: Emotion Recognition, Wake-Up Words H
Ecommerce Reorder Prediction
개요 유저들의 재주문 여부 예측하기 instacart kaggle: https://www.kaggle.com/competitions/instacart-market-basket-analysis/leaderboard 2위 한 모델 github: https://github.com/KazukiOnodera/Instacart 필요 메모리 약 300GB RAM이 필