Some of the useful resources

From others

• Evolving ideas of teaching and research in engineering institutions -- Yegnanarayana Bayya

• Summary of probability theory and random processes -- Communication Systems Engineering by John G Proakis

• Short Notes on Fourier Series -- By Steven A. Tretter

• Vector spaces and signal space

• Robust Signal-to-Noise Ratio Estimation Based on Waveform Amplitude Distribution Analysis

My own notes:

1. Deep learning

• A Brief History of Deep Neural Networks

• Perceptron: The Artificial Neuron at the Core of Deep Learning 

• Other topics to be added

2. Speech signal processing

   • Short notes on speech production

   • Short notes on speech perception models

   • Homomorphic analysis of speech

   • Short notes on LP-analysis 

   • Spectral analysis of Linear prediction

   • Short notes on Fourier transform

   • What affects intelligibility?

   • Active noise/echo cancellation

   • Useful papers on Self-Supervisery learning

   • Other topics to be added

3. Automatic speech recognition 

   • Review of Sequence-to-Sequence Models for ASR

   • Short notes on E2E ASR systems

   • Recognizing proper-names using ASR

   • Relation between CTC and HMM objective functions

   • Recurrent Neural Network Transducer

   • Selection of subwords for ASR

   • Links to ASR material

Other useful things:

1. PhD Life cycle at IIIT Hyderabad

2. Summary of my PhD thesis