New member reading list

Machine Learning

• Deep learning tutotials, LISA lab, University of Montreal
• Introduction to ML, Nils J. Nilsson, Stanford
• Introduction to Machine Learning, Ethem Alpaydın
• Machine Learning course given by Tom Mitchell (1997)
• Machine Learning course given by Tom Mitchell (2011)
• A tutorial from Bengio and Lecun for deep learning (2009)
• A tutorial from Goffery Hinton (2009)
• Practical tricks for deep learning given by Bengio

Speech Processing

General

• Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang
• Spoken Language Processing, X.D. Huang,

Acoustics

• Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer
• Foundation of acoustics

ASR

• Kaldi toolkit
• The Application of Hidden Markov Models in Speech Recognition

TTS

• A simple tutorial HMM-based TTS from Prof. Simon King
• HTS homepage
• HMM-based TTS tutorial slides

Language Processing

classics book

• Speech and Language Processing
• Foundation of Natural Language Processing
• A full list of resources collected by Stanford

deep learning in nlp

• Recently paper in deep-nlp

Finance processing

• Economis of Money, Banking and Financial Markets
• Finance
• Trading as business
• 超越技术分析
• 高级技术分析
• 技术分析实战
• 期货市场技术分析
• 证券技术分析一点通
• 马丁-格林 技术分析
• 股市趋势技术分析
• Active Alpha
• 货币金融学
• Options futures and other derivatives
• Active portfolio mangement