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| * '''[#General General Issues]''' * '''[#Neuroimaging Neuroimaging]''' * '''[#WordRecognition Language, Word Recognition]''' * '''[#PicturesObjects Pictures and Objects]''' * '''[#EmotionResearch Emotion Research]''' * '''[#SpeechSoundsNoises Speech and Sounds]''' * '''[#ReactionTimes Reaction Time Distributions]''' * '''[#MatlabTools Matlab Tools]'''. |
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| [[Anchor(General)]] | * '''[[#General|General Issues]]''' * '''[[#Neuroimaging|Neuroimaging]]''' * '''[[#WordRecognition|Language, Word Recognition]]''' * '''[[#PicturesObjects|Pictures and Objects]]''' * '''[[#EmotionResearch|Emotion Research]]''' * '''[[#SpeechSoundsNoises|Speech and Sounds]]''' * '''[[#ReactionTimes|Reaction Time Distributions]]''' * '''[[#MatlabTools|Matlab Tools]]'''. <<Anchor(General)>> |
| Line 15: | Line 18: |
| '''[http://www.psychwiki.com/wiki/Archives_of_data_and_stimuli PsychWiki Archive]''' (useful links to norms, stimuli, data etc.) | '''[[http://www.psychwiki.com/wiki/Archives_of_data_and_stimuli|PsychWiki Archive]]''' (useful links to norms, stimuli, data etc.) |
| Line 17: | Line 20: |
| '''[http://cvcl.mit.edu/SUNSeminar/ProctorVu_1999.pdf Overview of Published Norms]''' (From "Behavior Research Methods, Instruments, & Computers" - up to 1999) | '''[[http://cvcl.mit.edu/SUNSeminar/ProctorVu_1999.pdf|Overview of Published Norms]]''' (From "Behavior Research Methods, Instruments, & Computers" - up to 1999) |
| Line 19: | Line 22: |
| '''[http://www.psychonomic.org/archive/ Searchable Archive]''' of the Psychonomic Society ([http://brm.psychonomic-journals.org/content/36/3/363.full.pdf description]) | '''[[http://www.psychonomic.org/archive/|Searchable Archive]]''' of the Psychonomic Society ([[http://brm.psychonomic-journals.org/content/36/3/363.full.pdf|description]]) |
| Line 21: | Line 24: |
| '''[http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/mixandmatch.html "Mix and Match" Software]''' (for stimulus matching and pseudorandomising) | '''[[http://www.mrc-cbu.cam.ac.uk/people/maarten.van-casteren/mixandmatch.html|"Mix and Match" Software]]''' (for stimulus matching and pseudorandomising) |
| Line 23: | Line 26: |
| '''[http://surfer.nmr.mgh.harvard.edu/optseq/ MGH OptSeq]''' (Randomization tool for event-related fMRI designs) | '''[[http://surfer.nmr.mgh.harvard.edu/optseq/|MGH OptSeq]]''' (Randomization tool for event-related fMRI designs) |
| Line 25: | Line 28: |
| '''[http://www.fmripower.org/ fmripower]''' (matlab based power calculation tool for group fMRI studies) | '''[[http://www.fmripower.org/|fmripower]]''' (matlab based power calculation tool for group fMRI studies) |
| Line 27: | Line 30: |
| '''[http://www.r-project.org/ The R Project for Statistical Computing]''' | '''[[http://www.r-project.org/|The R Project for Statistical Computing]]''' |
| Line 29: | Line 32: |
| '''[http://www.rseek.org/ R Seek]''' Search engine for R-related issues | '''[[http://www.rseek.org/|R Seek]]''' Search engine for R-related issues |
| Line 31: | Line 34: |
| [[Anchor(Neuroimaging)]] | <<Anchor(Neuroimaging)>> |
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| '''[http://www.biomedcentral.com/1756-0500/4/349/ BrainMap Project]''', for standardization, sharing, and meta-analysis of neuroimaging data (see reference list for more resources) | '''[[http://www.biomedcentral.com/1756-0500/4/349/|BrainMap Project]]''', for standardization, sharing, and meta-analysis of neuroimaging data (see reference list for more resources) |
| Line 36: | Line 39: |
| '''[http://www.fz-juelich.de/JuBrain/EN/_node.html Jülich Brain Model]''', three-dimensional, realistic model of the human brain | '''[[http://www.fz-juelich.de/JuBrain/EN/_node.html|Jülich Brain Model]]''', three-dimensional, realistic model of the human brain |
| Line 38: | Line 41: |
| '''[http://134.95.56.239/home.asp CoCoMac Database]''', Collations of Connectivity data on the Macaque brain | '''[[http://134.95.56.239/home.asp|CoCoMac Database]]''', Collations of Connectivity data on the Macaque brain |
| Line 40: | Line 43: |
| [[Anchor(WordRecognition)]] | '''[[CbuImaging:NeuroanatomyTutorial|Neuroanatomy Tutorial]]''' (some more links at bottom) <<Anchor(WordRecognition)>> |
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| There are more links to language-related databases on the '''[http://imaging.mrc-cbu.cam.ac.uk/twiki/bin/view/LangWiki/Databases Language Group Wiki]''' | There are more links to language-related databases on the '''[[http://imaging.mrc-cbu.cam.ac.uk/twiki/bin/view/LangWiki/Databases|Language Group Wiki]]''' |
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| '''[http://www.ldc.upenn.edu/ Linguistic Data Consortium]''' (a collection of databases etc., see e.g. their [http://www.ldc.upenn.edu/Catalog/ Catalog page]). | '''[[http://www.ldc.upenn.edu/|Linguistic Data Consortium]]''' (a collection of databases etc., see e.g. their [[http://www.ldc.upenn.edu/Catalog/|Catalog page]]). |
| Line 47: | Line 52: |
| '''[http://www.ldc.upenn.edu/Catalog/readme_files/celex.readme.html CELEX Psycholinguistic Database]''' (orthographic, phonetic and lexical information on English/German/Dutch words) | '''[[http://www.ldc.upenn.edu/Catalog/readme_files/celex.readme.html|CELEX Psycholinguistic Database]]''' (orthographic, phonetic and lexical information on English/German/Dutch words) |
| Line 49: | Line 54: |
| '''[http://www.neuro.mcw.edu/mcword McWord : An Orthographic Wordform Database]''' (web site that provides simple ways to extract information from CELEX. Also allows you to generate nonwords with specifiable degrees of approximation to English orthography) | '''[[http://www.neuro.mcw.edu/mcword|McWord : An Orthographic Wordform Database]]''' (web site that provides simple ways to extract information from CELEX. Also allows you to generate nonwords with specifiable degrees of approximation to English orthography) |
| Line 51: | Line 56: |
| '''[http://www.psych.rl.ac.uk/ MRC Psycholinguistic Database]''', (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here) | '''[[http://www.psych.rl.ac.uk/|MRC Psycholinguistic Database]]''', (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here) |
| Line 53: | Line 58: |
| '''[http://expsy.ugent.be/subtlexus/ SUBTLEXus: word frequencies based on American English]''' (movie subtitles) | '''[[http://expsy.ugent.be/subtlexus/|SUBTLEXus: word frequencies based on American English]]''' (movie subtitles) |
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| '''[http://www.maccs.mq.edu.au/~nwdb/ ARC Nonword Database]''' | '''[[http://www.maccs.mq.edu.au/~nwdb/|ARC Nonword Database]]''' |
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| '''[http://language.psy.bris.ac.uk/bristol_norms.html Bristol Norms]''' (Age-of-acquisition, imageability and familiarity) | [[http://crr.ugent.be/programs-data/wuggy|Wuggy]] (a multi-lingual pseudoword generator) |
| Line 59: | Line 64: |
| '''[http://elexicon.wustl.edu/ English Lexicon Project]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) | '''[[http://language.psy.bris.ac.uk/bristol_norms.html|Bristol Norms]]''' (Age-of-acquisition, imageability and familiarity) |
| Line 61: | Line 66: |
| '''[http://www.natcorp.ox.ac.uk/ British National Corpus]''' (English words and phrases) | '''[[http://elexicon.wustl.edu/|English Lexicon Project]]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) |
| Line 63: | Line 68: |
| '''[http://wordsmith.org/ Wordsmith]''' (anagrams, dictionary etc.) | '''[[http://www.natcorp.ox.ac.uk/|British National Corpus]]''' (English words and phrases) |
| Line 65: | Line 70: |
| '''[http://wordnet.princeton.edu/ Princeton WordNet]''' (Conceptual-semantic networks) | '''[[http://wordsmith.org/|Wordsmith]]''' (anagrams, dictionary etc.) |
| Line 67: | Line 72: |
| '''[http://www.eat.rl.ac.uk/ Edinburgh Word Association Thesaurus]''' (empirical semantic word association data) | '''[[http://wordnet.princeton.edu/|Princeton WordNet]]''' (Conceptual-semantic networks) |
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| '''[http://www.ncbi.nlm.nih.gov/pubmed/20805588 Sentence Cloze Probability Norms]''' (for 498 sentences) | '''[[http://www.eat.rl.ac.uk/|Edinburgh Word Association Thesaurus]]''' (empirical semantic word association data) |
| Line 71: | Line 76: |
| '''[http://lsa.colorado.edu/ Latent Semantic Analysis]''' (for analysing and comparing texts and documents; more [http://www.scholarpedia.org/article/Latent_semantic_analysis here]) | '''[[http://www.ncbi.nlm.nih.gov/pubmed/20805588|Sentence Cloze Probability Norms]]''' (for 498 sentences) |
| Line 73: | Line 78: |
| '''[http://csea.phhp.ufl.edu/media/anewmessage.html Affective Norms for English Words]''' | '''[[http://lsa.colorado.edu/|Latent Semantic Analysis]]''' (for analysing and comparing texts and documents; more [[http://www.scholarpedia.org/article/Latent_semantic_analysis|here]]) |
| Line 75: | Line 80: |
| '''[http://csea.phhp.ufl.edu/media/anetmessage.html Affective Norms for English Text]''' | '''[[http://csea.phhp.ufl.edu/media/anewmessage.html|Affective Norms for English Words]]''' |
| Line 77: | Line 82: |
| '''[http://www.ewi-psy.fu-berlin.de/einrichtungen/arbeitsbereiche/allgpsy/BAWL-R/index.html Berlin Affective Word List]''' Affective norms for German words | '''[[http://csea.phhp.ufl.edu/media/anetmessage.html|Affective Norms for English Text]]''' |
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| '''[http://www.dlexdb.de/ dlexDB Project]''' German lexical database | '''[[http://www.ewi-psy.fu-berlin.de/einrichtungen/arbeitsbereiche/allgpsy/BAWL-R/index.html|Berlin Affective Word List]]''' Affective norms for German words |
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| '''[http://www.ngrams.googlelabs.com/ Google Word Frequencies]''' Frequencies for sets of ngrams (1 to 5 words) within Google books (over time) | '''[[http://www.dlexdb.de/|dlexDB Project]]''' German lexical database |
| Line 83: | Line 88: |
| '''[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13 Frequencies of word n-grams]''' (from LDC catalog, see above) | '''[[http://www.ngrams.googlelabs.com/|Google Word Frequencies]]''' Frequencies for sets of ngrams (1 to 5 words) within Google books (over time) |
| Line 85: | Line 90: |
| '''[http://w3.usf.edu/FreeAssociation/ University of Florida Free Association Norms]''' Free word association norms ([http://rali.iro.umontreal.ca/Ressources/USF-FAN/ XML version]) | '''[[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13|Frequencies of word n-grams]]''' (from LDC catalog, see above) |
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| '''[http://faculty.uaeu.ac.ae/s_boudelaa/Boudelaa_Marslen-Wilson_aralex.pdf Aralex]''' A lexical database for Modern Standard Arabic | '''[[http://w3.usf.edu/FreeAssociation/|University of Florida Free Association Norms]]''' Free word association norms ([[http://rali.iro.umontreal.ca/Ressources/USF-FAN/|XML version]]) |
| Line 89: | Line 94: |
| [[Anchor(PicturesObjects)]] | '''[[http://faculty.uaeu.ac.ae/s_boudelaa/Boudelaa_Marslen-Wilson_aralex.pdf|Aralex]]''' A lexical database for Modern Standard Arabic <<Anchor(PicturesObjects)>> |
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| '''[http://www.ncbi.nlm.nih.gov/pubmed/7373248 Snodgrass&Vanderwart Original]''', and '''[http://www.ingentaconnect.com/content/psych/jcen/2003/00000025/00000004/art00008 Snodgrass&Vanderwart revisited]''' (visual, semantic and phonological information on line drawings) | '''[[http://www.ncbi.nlm.nih.gov/pubmed/7373248|Snodgrass&Vanderwart Original]]''', and '''[[http://www.ingentaconnect.com/content/psych/jcen/2003/00000025/00000004/art00008|Snodgrass&Vanderwart revisited]]''' (visual, semantic and phonological information on line drawings) |
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| '''[http://crl.ucsd.edu/~aszekely/ipnp/ The International Picture Naming Project]''' (norms for picture naming in 7 different languages, plus some norms for reading and repetition) | '''[[http://crl.ucsd.edu/~aszekely/ipnp/|The International Picture Naming Project]]''' (norms for picture naming in 7 different languages, plus some norms for reading and repetition) |
| Line 96: | Line 103: |
| '''[http://riesenhuberlab.neuro.georgetown.edu/hmax.html HMAX]''' HMAX model of object recognition by the Riesenhuber lab | '''[[http://riesenhuberlab.neuro.georgetown.edu/hmax.html|HMAX]]''' HMAX model of object recognition by the Riesenhuber lab |
| Line 98: | Line 105: |
| '''[http://amdrae.ssc.uwo.ca/McRaeLab/norms.php McRae's Semantic Feature Norms]''' (norms for living and nonliving basic-level concepts, see '''[http://amdrae.ssc.uwo.ca/McRaeLab/articles/McRae_etal_norms_BRM_05.pdf Paper]''') | '''[[http://amdrae.ssc.uwo.ca/McRaeLab/norms.php|McRae's Semantic Feature Norms]]''' (norms for living and nonliving basic-level concepts, see '''[[http://amdrae.ssc.uwo.ca/McRaeLab/articles/McRae_etal_norms_BRM_05.pdf|Paper]]''') |
| Line 100: | Line 107: |
| '''[http://www.face-rec.org/databases/ Face Recognition]''' (collection of databases) | '''[[http://www.face-rec.org/databases/|Face Recognition]]''' (collection of databases) |
| Line 102: | Line 109: |
| '''[http://stims.cnbc.cmu.edu/Image%20Databases/TarrLab/ Images and 3D Objects]''' | '''[[http://stims.cnbc.cmu.edu/Image%20Databases/TarrLab/|Images and 3D Objects]]''' |
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| [[Anchor(EmotionResearch)]] | <<Anchor(EmotionResearch)>> |
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| '''[http://csea.phhp.ufl.edu/media/iapsmessage.html International Affective Picture System (IAPS)]''' (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes)) | '''[[http://csea.phhp.ufl.edu/media/iapsmessage.html|International Affective Picture System (IAPS)]]''' (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes)) |
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| '''[http://csea.phhp.ufl.edu/media/iadsmessage.html International Affective Digital Sounds (IADS)]''' | '''[[http://csea.phhp.ufl.edu/media/iadsmessage.html|International Affective Digital Sounds (IADS)]]''' |
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| '''[http://csea.phhp.ufl.edu/media/anewmessage.html Affective Norms for English Words (ANEW)]''' | '''[[http://csea.phhp.ufl.edu/media/anewmessage.html|Affective Norms for English Words (ANEW)]]''' |
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| '''[http://csea.phhp.ufl.edu/media/anetmessage.html Affective Norms for English Text (ANET)]''' | '''[[http://csea.phhp.ufl.edu/media/anetmessage.html|Affective Norms for English Text (ANET)]]''' |
| Line 115: | Line 122: |
| [[Anchor(SpeechSoundsNoises)]] | <<Anchor(SpeechSoundsNoises)>> |
| Line 118: | Line 125: |
| '''[http://www.pdn.cam.ac.uk/groups/cnbh/teaching/sounds_movies/index.html What they can do with sounds at CNBH]''' (e.g. musical rain) | '''[[http://www.pdn.cam.ac.uk/groups/cnbh/teaching/sounds_movies/index.html|What they can do with sounds at CNBH]]''' (e.g. musical rain) |
| Line 120: | Line 127: |
| '''[http://www.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/ Noise-Vocoded Speech]''' (look at bottom for how to do it yourself) | '''[[http://www.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/|Noise-Vocoded Speech]]''' (look at bottom for how to do it yourself) |
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| '''[http://www.fon.hum.uva.nl/praat/ Praat Software]''' (for analysing and manipulating speech sounds) | '''[[http://www.fon.hum.uva.nl/praat/|Praat Software]]''' (for analysing and manipulating speech sounds) |
| Line 124: | Line 131: |
| '''[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html STRAIGHT]''' (speech manipulation tool) | '''[[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html|STRAIGHT]]''' (speech manipulation tool) |
| Line 126: | Line 133: |
| [[Anchor(ReactionTimes)]] | <<Anchor(ReactionTimes)>> |
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| '''[http://www.psy.ulaval.ca/~yves/distrib.html Ex-Gaussian in Matlab]''' | '''[[http://www.psy.ulaval.ca/~yves/distrib.html|Ex-Gaussian in Matlab]]''' |
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| '''[http://ppw.kuleuven.be/okp/software/dmat/ Diffusion Model Analysis Toolbox]''' (DMAT, in Matlab; look here for [http://imaging.mrc-cbu.cam.ac.uk/meg/DMATintro internal intro]) | '''[[http://ppw.kuleuven.be/okp/software/dmat/|Diffusion Model Analysis Toolbox]]''' (DMAT, in Matlab; look here for [[http://imaging.mrc-cbu.cam.ac.uk/meg/DMATintro|internal intro]]) |
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| [[Anchor(MatlabTools)]] | <<Anchor(MatlabTools)>> |
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| '''[http://www.cns.nyu.edu/~lcv/ETS/slides/Rob-IntroMatlabOpt.pdf Presentation about Optimising Matlab Code]''' by Rob Young (look for more links inside) | '''[[http://www.cns.nyu.edu/~lcv/ETS/slides/Rob-IntroMatlabOpt.pdf|Presentation about Optimising Matlab Code]]''' by Rob Young (look for more links inside) |
Databases for Stimulus Selection, Evaluation and Other Tools
This page provides links to databases or other web-sites which may be useful for the selection, evaluation or manipulation of stimulus material. There is information on
General
PsychWiki Archive (useful links to norms, stimuli, data etc.)
Overview of Published Norms (From "Behavior Research Methods, Instruments, & Computers" - up to 1999)
Searchable Archive of the Psychonomic Society (description)
"Mix and Match" Software (for stimulus matching and pseudorandomising)
MGH OptSeq (Randomization tool for event-related fMRI designs)
fmripower (matlab based power calculation tool for group fMRI studies)
The R Project for Statistical Computing
R Seek Search engine for R-related issues
Neuroimaging
BrainMap Project, for standardization, sharing, and meta-analysis of neuroimaging data (see reference list for more resources)
Jülich Brain Model, three-dimensional, realistic model of the human brain
CoCoMac Database, Collations of Connectivity data on the Macaque brain
Neuroanatomy Tutorial (some more links at bottom)
Language, Word Recognition
There are more links to language-related databases on the Language Group Wiki
Linguistic Data Consortium (a collection of databases etc., see e.g. their Catalog page).
CELEX Psycholinguistic Database (orthographic, phonetic and lexical information on English/German/Dutch words)
McWord : An Orthographic Wordform Database (web site that provides simple ways to extract information from CELEX. Also allows you to generate nonwords with specifiable degrees of approximation to English orthography)
MRC Psycholinguistic Database, (orth/phon/lex information on English words, plus imageability ratings; direct access to search engine [http://www.psy.uwa.edu.au/mrcdatabase/uwa_mrc.htm here)
SUBTLEXus: word frequencies based on American English (movie subtitles)
Wuggy (a multi-lingual pseudoword generator)
Bristol Norms (Age-of-acquisition, imageability and familiarity)
English Lexicon Project (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.)
British National Corpus (English words and phrases)
Wordsmith (anagrams, dictionary etc.)
Princeton WordNet (Conceptual-semantic networks)
Edinburgh Word Association Thesaurus (empirical semantic word association data)
Sentence Cloze Probability Norms (for 498 sentences)
Latent Semantic Analysis (for analysing and comparing texts and documents; more here)
Affective Norms for English Words
Affective Norms for English Text
Berlin Affective Word List Affective norms for German words
dlexDB Project German lexical database
Google Word Frequencies Frequencies for sets of ngrams (1 to 5 words) within Google books (over time)
Frequencies of word n-grams (from LDC catalog, see above)
University of Florida Free Association Norms Free word association norms (XML version)
Aralex A lexical database for Modern Standard Arabic
Pictures and Objects
Snodgrass&Vanderwart Original, and Snodgrass&Vanderwart revisited (visual, semantic and phonological information on line drawings)
The International Picture Naming Project (norms for picture naming in 7 different languages, plus some norms for reading and repetition)
HMAX HMAX model of object recognition by the Riesenhuber lab
McRae's Semantic Feature Norms (norms for living and nonliving basic-level concepts, see Paper)
Face Recognition (collection of databases)
Emotion Research
International Affective Picture System (IAPS) (normative ratings of emotion (pleasure, arousal, dominance) for a set of color photographs (objects and scenes))
International Affective Digital Sounds (IADS)
Affective Norms for English Words (ANEW)
Affective Norms for English Text (ANET)
Speech, Sounds and Noises
What they can do with sounds at CNBH (e.g. musical rain)
Noise-Vocoded Speech (look at bottom for how to do it yourself)
Praat Software (for analysing and manipulating speech sounds)
STRAIGHT (speech manipulation tool)
Reaction Time Distributions
Diffusion Model Analysis Toolbox (DMAT, in Matlab; look here for internal intro)
Matlab Tools
Presentation about Optimising Matlab Code by Rob Young (look for more links inside)