Linguistics 478/578
Speech technology
Spring 2020

Handouts:

• syllabus
• survey
• assignment #1
• instructions for setting up software
• Dockerfile for custom docker image
• speechtech module new version: 1.3
• instructions for using software with Google Colab
• acoustics notebook (HTML, Colab version)
• assignment #2 (Colab version)
• coding notebook (HTML)
• "quick" wave file
• assignment #3
• Notebook "frame" for LPC question on assignment #3
• synthesis notebook (HTML)
• "tV" wave file
• "aeC" wave file
• "ioCa" wave file
• "torment" wave file
• [a] wave file
• text-to-speech notebook (HTML)
• assignment #4
• ASR notebook (HTML) revised
  • asr1 video, youtube version
  • asr2 video, youtube version
  • asr3 video, youtube version
  • asr4 video, youtube version
  • asr5 video, youtube version
  • asr6 video, youtube version
  • asr7 video, youtube version
• [i] wave file
• "digits" dataset
• "stand" wave file
• "stand" textgrid
• assignment #5
• image for assignment #5
• HMM notebook (HTML)
  • hmm1 video, youtube version
  • hmm2 video, youtube version
  • hmm3 video, youtube version
  • hmm4 video, youtube version
  • hmm5 video, youtube version
• assignment #6
• nouns.txt file for assignment #6
• verbs.txt file for assignment #6
• Bayes Law and clustering notebook (HTML)
  • bc1 video
  • bc2 video
  • bc3 video
  • bc4 video
  • bc5 video
  • bc6 video
  • bc7 video
  • bc8 video
  • bc9 video
• training notebook (HTML) revised
  • tr1 video
  • tr2 video
  • tr3 video
  • tr4 video
• GMMs notebook (HTML)
  • gmm1 video
  • gmm2 video
• names file for GMMs notebook
• little paper to read for neural nets
• assignment #7
• corpus for language modeling notebook
• language modeling notebook (HTML)
  • lm1 video
  • lm2 video
  • lm3 video
  • lm4 video
  • lm5 video
  • lm6 video
• augmented digits dataset with 108 speakers
• instructions for kaldi demo
• zipfile for kaldi demo
  • kk1 video
  • kk2 video
  • kk3 video
  • kk4 video
• neural nets notebook (HTML)
  • nn1 video
  • nn2 video
  • nn3 video
• ASR and neural nets notebook (HTML)
  • ann1 video
  • ann2 video
  • ann3 video
• ASR and neural nets notebook (verybigdidgits version) (HTML)
• image for convolution notebook
• convolution notebook (HTML)
  • cnn1 video
  • cnn2 video
• final assignment
• text for RNNs notebook
• RNNs notebook (HTML)
  • rnn1 video
  • rnn2 video
  • rnn3 video
  • rnn4 video

Links:

• Praat
• Docker
• Anaconda python Only use this directly if you have trouble with the docker image.
• Fourier demo
• Wavenet