Week 15
Group meeting
We had another group meeting to catch up on some last minute details and go over our CogSci outlines. We were still unclear about how much usable data from the CHILDES corpus we have, so we talked about different ways to extract all the transcripts/audio files that had the appropriate timestamps and parent tags. Again, not all transcripts have parent tags (MOT, FAT, MOM, etc. these are how guardians are denoted in the transcript), which means we can’t extract child-directed speech from those transcripts. Further, not all transcripts have timestamps.
So, for our data, we are interested in the set of transcripts that have timestamps and parent tags:
I thought it would be easiest to just write some additional code that looks through all the transcripts files and outputs a list of transcripts that contain the parameters of interest. Here is the portion of the script that calculates the total duration:
if totalNumberOfFiles >= 1
for k = 1 : totalNumberOfFiles
% Go through all those files
thisFolder = allFileInfo(k).folder;
thisBaseFileName = allFileInfo(k).name;
fullFileName = fullfile(thisFolder, thisBaseFileName);
% Open and read the transcript
% Note: This converts the transript file to
fileText = fileread(fullFileName);
% Check if the transcript has the MOT, FAT, or PAR tags
% Note: "" is required
pattern = ["MOT","MOM", "FAT", "DAD", "PAR"];
parentTag = contains(fileText,pattern);
% Check if transcript has timestamps
% Note: Unicode Character 'BULLET': U+2022/char(8226) is not sufficient
expr = '[0-9]+_[0-9]+';
timeStamps = isempty(regexp(fileText,expr,'match'));
% Collect all the files that have the tags and timestamps
if(parentTag && not(timeStamps))
usableTranscripts = [usableTranscripts; {fullFileName}];
end
end
end
% Output all the usable transcript
usableTranscripts
The fileread function reads the .cha files as a .txt file, so instead of trying to extract the unicode bullets, I just collected the expressions that have the form “XXXXX_XXXXX” (timestamps are in milliseconds), this pattern can be expressed as [0-9]+__[0-9]+. So that if a text document has such an expression I know it contains timestamps.
Output after running this script:
The top level folder is "/Users/erickoduniyi/Downloads/Transcripts".
The total number of folders to look in is 96.
The total number of files in those 96 folders is 4216.
Done looking in all 96 folders!
Found 4216 files in the 96 folders.
usableTranscripts =
1169×1 cell array
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Alice/alice1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Alice/alice2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Alice/alice3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Amelia/amelia1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Amelia/amelia2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Amelia/amelia3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Anne/anne2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Anne/anne3a.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Cindy/cindy1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Cindy/cindy2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Cindy/cindy3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Dale/dale1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Dale/dale2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Dale/dale3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Gail/gail1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Gail/gail2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Gail/gail3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Kay/kay1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Kay/kay2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Kay/kay3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Marie/marie1.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Marie/marie2.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bernstein/Children/Marie/marie3.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/010908.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/010925.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/011011.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/011105.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/011117.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020010.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020100.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020118.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020213.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020303.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020324.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020415.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Bloom70/Peter/020503.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/010519.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/010522.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/010528.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020000.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020010.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020017.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020023.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020024.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020110.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020115.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020119.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020120.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Braunwald/020121.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020421.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020428.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020507.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020521.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020526.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/020916.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Jillian/021000.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Matt/020504.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/020220.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/020611.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/020701.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/020820.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030114.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030306.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030417.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030501.cha'
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'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030904.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030918.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/030925.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/031009.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/031023.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/031113.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/031128.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040119.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040203.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040217.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040317.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040400.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040416.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040426.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040504.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040611.cha'
'/Users/erickoduniyi/Downloads/Transcripts/Weist/Roman/040720.cha'
So now I have all the usable transcripts and can finish downloading their respective audio files. Once this is done, I can go back and calculate the summary statistics like number of words, number of distinct words, mean length utterance, mean length duration, etc. Net week I will probably start working on my actual paper in overleaf. I already have an outline, but I think It would be good to write down a more specific outline just so I have something more concrete to look back on when writing.
Best,
EO