MATLAB_ADTx Matlab ADT User Manual
User Manual:
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MATLABAudioDatabaseToolbox
UserManual
Version1.00,July2008
MatlabADTwasdevelopedattheSignalandImageProcessingLab(SIPL),
DepartmentofElectricalEngineering,Technion‐IIT,allrightsresevered.
(c)2008,Technion–IIT.
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Table of Contents
Introduction ................................................................................................................... 3
QuickStart ..................................................................................................................... 4
FunctionOverview .......................................................................................................... 6
FunctionReferenceGuide ............................................................................................... 7
UsageExamples ............................................................................................................ 10
Appendix‐TIMIT/NTIMITFields ..................................................................................... 11
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Introduction
MatlabADT(AudioDatabaseToolbox)enableseasyaccessandfilteringofaudio
databasessuchasTIMITandYOHObytheirmetadata.Thedatabasetoolboxcomes
toreplacethemanualfilteringandcustomcodingusuallyrequiredforaccessingsuch
databases.Thistoolboxwillsaveyouthelearningtimeofthedatabasestructureand
willenableyoutofocusonalgorithmicaspectsofyourcode.
Thefollowingdatabasesaresupported:
1. TIMIT‐AcousticPhoneticContinuousSpeechCorpus(American‐English).
Supportedsearchcriteria:word,phoneme,usage,sex,dialect,speakerand
sentence.FormoreinformationonTIMITseetheappendixattheendofthis
document.
2. NTIMIT‐TelephoneNetworkAcousticPhoneticContinuousSpeechCorpus.
Supportedsearchcriteria:word,phoneme,usage,sex,dialect,speakerand
sentence.FormoreinformationonNTIMITseetheappendixattheendofthis
document.
3. CTIMIT‐CellularTelephoneAcousticPhoneticContinuousSpeechCorpus.
4. YOHO‐SpeakerVerificationCorpus.Supportedsearchcriteria:usage,speaker,
session,numbers.
5. TI‐Digits‐Speaker‐Independentrecognitionofconnecteddigitsequences.
Supportedsearchcriteria:usage,group,type,speakeranddigit.
6. ChildrenVoices‐HebrewSpeech.
7. HebrewBGU‐Hebrewwordsampleswere.
8. GutenbergBooks‐MP3formatbooks.
Formoreinformationondatabasestructuresseethedatabasedocumentation
availableontheSIPLsite.
ForanyprobleminusingMatlabADTpleasecontact:matlab_adt@sipl.technion.ac.il
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Quick Start
InstallationoutsideofSIPL:
a. Extractthefilesandadd"MatlabADT"directorytoyourMATLABpath.
b. InMATLAB,executethecommand:
db=ADT('timit','C:\timit_path_on_your_computer','setup');
ThiswillloadTIMITandsetthedefaultpathtothedirectoryentered.
ForNTIMITorCTIMITruncorrespondingcommands.
c. Incaseyouwanttouseotherdatabases:inMatlabADT\@gendb\instance
directoryenterthesubdirectoriesandchangedefalt_path.txttothe
directoryofthespecificdatabaseonyourcomputer.
InstallationatSIPLworkstations:
a. Addthe"sipl_matlab_utils"directorytotheMATLABpathbyexecutingthe
command:addpath('\\piano\Data\sipl_matlab_utils');orbyusingMATLAB
menus.
b. Executethecommandtimitdemo();tocheckinstallation.
Usage:
1. Loadthedesireddatabase
Loadingthedatabaseobject:
DatabasenameLoadingcommand
TIMITdb=ADT('timit');
NTIMITdb=ADT('ntimit');
CTIMITdb=ADT('ctimit');
YOHOdb=gendb('yoho');
Ti‐Digitsdb=gendb('tidigits');
ChildrenVoicesdb=gendb('childrenvoices');
HebrewBGUdb=gendb('hebrewbgu');
GutenbergBooksdb=gendb('gutenbergbooks');
lloperationsonthedatabasewillbeperformedusingthedatabaseobjectwhichis
passedtothemasthefirstparameter.
2. Makeaqueryforyourwanteddata
[wavdata]=query(db,'dialect','dr1','word',{'she','it'},30);
Thiscalltothequeryfunctionwillreturnthewavedataofthefirst30words'she'
or'it'formdialect'dr1'intheformofacellarray
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3. Accessingthewavedata
oneWord=wavdata{1};
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Function Overview
FunctionnameDescription
ADT/gendb Createsdatabaseobject
query Returnsfiledataformdatabasebyfilteringcriteria
filterdb Createsasubsetofthedatabasebyfilteringcriteria
read Returnsfiledataformdatabase
play
getpath
length
Playsadatabaseentire
Returnsthepathofaspecificentire
Returnsthenumberofentriesintheobject
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Function Reference Guide
NotethefollowingusageexamplesareusingtheTIMITdatabase.
query
Usage[wave fs metadata] = query(db, [criterion1,
value1, [criterion2,value2,…]],[max_returns]);
ArgumentsCriterialistdescribingthequery
Returnvaluewave cellarrayofwaveforms
metadatastructurearraydescribingwaveforms
fs samplingfrequency
Remarks
Thisfunctionqueriesthedatabaseforentriesmatchingthe"criterion–value"pairs.
Criteriaarethefieldsofthemetadatadefinedbydatabasestructure.Followingisa
shortdescriptionofthesefields.Itisoptionaltopassmaximumamountofreturned
entries.
valueparametermaybeoneofthefollowing:
1. criterioncontent:thequerywillreturnonlyentriesmatchingthisvalue
Example:
query(db, 'sentence', 'SA1')
returnsallinstancesofsentence'SA1'.
2. criterioncontentnegation:ifcriterionvalueisprecededby~(tilde)thenthe
querywillreturnonlythoseentriesthatdoesnotmatchthespecifiedvalue:
Example:
query (db, 'dialect', '~dr2')
returnsallsentencesofdialectregionotherthandr2.
3. Cellarrayofcriteriacontentorcriteriacontentnegation:thequerywill
returnentriesmatchingeitheroneofcriteria.
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Example:
wav = query(db, 'phoneme', {'d', 'p'});
returnsallinstancesofphonemes'd'or'p'
4. criterioncontent*:eitheroneofcriteria.
Example:
wav = query(db, 'word', ‘sh*’);
returnsallinstancesofwordsstartingwithsh
filterdb
Usagefiltered_db = filterdb(db, [criterion1,
value1, [criterion2, value2,…]], max_returns);
ArgumentsCriterialistdescribingthequery
ReturnvalueSubsetoftimitdatabasepassedasanargument
Remarks
Unlikequeryfunction,filterdbdoesnotloadallwaveformstomemorybut
returnsfiltereddatabaseobject.Thisisusefulwhentheresultingsetofthequeryis
toobigtofitinmemory.Consequentcallstoreadfunctioncanbemadetoread
contentofthisfiltereddatabaseobject.
SeeRemarkssectionofqueryfunctionforthedescriptionofcriteriaarguments.
read
Usage[wave fs metadata] = read(db[, index]);
Argumentstimitdatabaseobjectand(optionally)indexoftheentrytobe
returned
Returnvaluewave cellarrayofwaveforms
metadatastructurearraydescribingwaveforms
fs samplingfrequency
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Remarks
Returnsindexentryinthedatabase.Ifindexargumentisnotspecified,returnsall
entriesfromthedatabaseobjectpassedasanargument.
play
Usageplay(db,index);
Argumentsdatabaseobject,andindexoftheentiretoplay
Returnvaluenull
getpath
Usagepath = getpath(db,index);
Argumentsdatabaseobject,andindextoanentire
ReturnvalueThepathtothefilecontainingtheentire
length
Usagen = length(db);
Argumentsdatabaseobject
ReturnvalueNumberofentriesinthedatabase
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Usage Examples
Example1
%TIMITDEMO - a timit database interface demonstration,
%Reads text by searching TIMIT database for the words.
db =ADT('timit'); %loads TIMIT database interface
db = filterdb(db,'sex','m'); %filters database for male speakers
text = 'have a good time using this program and enjoy yourself i hope
this program is useful';
volume = 1; %assigning the volume
text =strread(text,'%s');%converting Text form string to cell array
for ii=1:length(text)
[word smpr] = query(db,'word',text{ii},1);%querying for the ii
word returnig the first match
if ~isempty(word)
max_v = max(word{1}); %normalizing the volume
word{1}=word{1}.*(volume/max_v); %normalizing the volume
sound(word{1},smpr);%play word (words return form query in
the form of cell array
pause(0.2); %pauses for 0.2s
end
end
Example2
%GENDBDEMO a demonstration of gendb
%loading YOHO database
db = gendb('yoho');
%filtering YOHO database returning 3 first eateries matching the
query
db = filterdb(db,'usage','verify','speaker','10*',3);
%loading Hebrew BGU database
db2 = gendb('Hebrew BGU');
%selecting a random index
index = fix(rand(1)*length(db2))+1;
%playing index entire
play(db2,index);
%reading wave data from filtered YOHO database
wavedata = read(db);
%plotting entire number 2
plot(wavedata{2});
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Appendix - TIMIT/NTIMIT Fields
FiledContentDescription
Usagetrain,testTrain/testsetdefinedbyTIMIT
dialectdr1,dr2,dr3,dr4,dr5,dr6,dr7,dr8DialectregionsasdefinedinTIMIT
documentation
Sexm,fGenderofthespeaker
speakerFouralphanumericcharactersTheidofthespeakerasgivenbyTIMIT
sentenceUpto5characters.Formatdefinedin
TIMITdocumentation
SentenceidasdefinedbyTIMIT
wordWordAnywordfromasentencepresentin
TIMIT
phonemePhonemeAnyphonemefromawordpresentin
TIMIT.Phonemecodescanbefoundin
TIMITdocumentation
TheTIMIT/NTIMITdatabaseeateriescantaketheformofsentenceswordsor
phonemes.
Thequeryorreadfunctionswillreturnacellarray,Thereturnedcellarrayof
waveformswillcontainwaveformsofentiresentences,wordsorphonemes,depends
whetherthequeryresultissentence,wordorphoneme.Thequeryresultisdeterminedby
the"finest"queryterminaquery.
QueryexampleFinestterm
inaquery
Contentofeachcellina
returnedcellarray
query(db, 'sentence', 'SA1',
'dialect', 'dr1', 'sex', 'm')
'sentence',
'dialect','sex'
Sentence
query(db, 'sentence', 'SA1',
'dialect', 'dr1', 'sex', 'm',
'word', 'she')
'word'Word
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query(db, 'sentence', 'SA1',
'dialect', 'dr1', 'sex', 'm',
'phoneme', 's')
'phoneme'Phoneme
query(db, 'sentence', 'SA1',
'dialect', 'dr1', 'sex', 'm',
'word', '#all')
'word'Word
query(db, 'sentence', 'SA1',
'dialect', 'dr1', 'sex', 'm',
'phoneme', '#all')
'phoneme'Phoneme
Specialvalue'#all'canbeusedtoforcefinestterminaquerywithoutactuallyfilteringby
thatcriterion.Forexamplequery(db, 'sentence', 'SA1', 'dialect', 'dr1', 'sex',
'm', 'phoneme', '#all')willreturnallphonemesintherequestedsentence.