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
Mike Hammond