Signal Processing:

1. Discrete-time Signal Processing by Alan V. Oppenheim
2. The scientist and engineer’s guide to digital signal processing.

Speech Technology:

1. Discrete-Time Speech Signal Processing: Principles and Practice by  Thomas F. Quatieri

Machine Learning:

1. Restricted Boltzmann machine (RBM)
2.  Random Forest