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AudioTechII_GRA

GRA work for AudioTech II

Checklist

Lectures

  • DSP - Signals
  • DSP - Sampling
  • DSP - Modulation
  • DSP - Autocorrelation
  • DSP - Convolution
  • DSP - DFT
  • DSP - STFT
  • DSP - Spectral Analysis
  • Statistics - Statistical Models

Interaction

  • Frequency, amplitude and phase
  • Sampling Process
  • Correlation animation
  • Convolution animation
  • FT, DTFT, DFT, STFT animation

Coding Practice

  • Anaconda installation and python enviroment
  • Coding Forms? Questions?
  • Lesson 7: ASDR coding

Lectures: jupyter notebook

  • Lesson 1: Installing jupyter
  • Lesson 1.5: Jupyter Basics: Python prepare
  • Lesson 2: Intro Python Sound
  • Lesson 2.5: Intro Lesson: Numpy
  • Lesson 3: More Python and Numpy
  • Lesson 4: Sinusoids
  • Lesson 4.5: Functions Python
  • Lesson 5: Working with Sound
  • Lesson 6: Phase
  • Lesson 6.5: Synthesis Part 1
  • Lesson 6.5: Synthesis Part 2
  • Lesson 7: Envelopes
  • Lesson 8: Signal Modulation Part 1
  • Lesson 8.5: Signal Modulation Part 2
  • Lesson 9: Delay
  • Lesson 10: Convolution
  • Lesson 10: Frequency Content - Spectrum and Frequency Filtering
  • Lesson 11: Pulse with Modulation
  • Lesson 12: DFT Review
  • Lesson 13: Frequency and pitch shifting
  • Lesson 13: Psychoacoustic and Masking
  • Lesson 14: DFT Review
  • Lesson 15: STFT Part 1
  • Lesson 16: STFT Part 2
  • Lesson 17: Feature Extraction
  • Lesson 18: Pandas Dataframe
  • Lesson 19: Chromagrams
  • Lesson 19: Data Science 1
  • Lesson 19: Pitch Features
  • Lesson 20: Energy and RMSE
  • Lesson 20: Correlation and Key Finding
  • Lesson 21: Autocorrelation
  • Lesson 21: Intro Pandas Dataframes
  • Lesson 22: Data Science 2
  • Lesson 22: Statistical Modeling
  • Lesson 25: Data Science 3

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GRA work for AudioTech II

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