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| 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|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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| 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 General Issues]''', '''[#Neuroimaging Neuroimaging]''', '''[#WordRecognition Word Recognition]''', '''[#PicturesObjects Pictures and Objects]''', '''[#EmotionResearch Emotion Research]''', '''[#SpeechSoundsNoises Speech and Sounds]''', '''[#ReactionTimes Reaction Time Distributions]''', and '''[#MatlabTools Matlab Tools]'''. | <<Anchor(General)>> |
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| [[Anchor(General)]] | |
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| '''[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.) |
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| '''[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) |
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| '''[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]]) |
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| '''[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) |
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| '''[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) |
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| '''[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) |
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| '''[http://www.r-project.org/ The R Project for Statistical Computing]''' | '''[[http://www.r-project.org/|The R Project for Statistical Computing]]''' |
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| '''[http://www.rseek.org/ R Seek]''' Search engine for R-related issues | '''[[http://www.rseek.org/|R Seek]]''' Search engine for R-related issues |
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| <<Anchor(Neuroimaging)>> | |
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| [[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) | |
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| '''[http://134.95.56.239/home.asp CoCoMac Database]''', Collations of Connectivity data on the Macaque brain | '''[[http://www.fz-juelich.de/JuBrain/EN/_node.html|Jülich Brain Model]]''', three-dimensional, realistic model of the human brain |
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| '''[[http://134.95.56.239/home.asp|CoCoMac Database]]''', Collations of Connectivity data on the Macaque brain | |
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| [[Anchor(WordRecognition)]] == Word Recognition == 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]''' |
<<Anchor(WordRecognition)>> |
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| '''[http://www.ldc.upenn.edu/Catalog/readme_files/celex.readme.html CELEX Psycholinguistic Database]''' (orthographic, phonetic and lexical information on English/German/Dutch words) | == Language, Word Recognition == 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.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.ldc.upenn.edu/|Linguistic Data Consortium]]''' (a collection of databases etc., see e.g. their [[http://www.ldc.upenn.edu/Catalog/|Catalog page]]). |
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| '''[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.ldc.upenn.edu/Catalog/readme_files/celex.readme.html|CELEX Psycholinguistic Database]]''' (orthographic, phonetic and lexical information on English/German/Dutch words) |
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| '''[http://expsy.ugent.be/subtlexus/ SUBTLEXus: word frequencies based on American English]''' (movie subtitles) | '''[[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) |
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| '''[http://www.maccs.mq.edu.au/~nwdb/ ARC Nonword Database]''' | '''[[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) |
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| '''[http://language.psy.bris.ac.uk/bristol_norms.html Bristol Norms]''' (Age-of-acquisition, imageability and familiarity) | '''[[http://expsy.ugent.be/subtlexus/|SUBTLEXus: word frequencies based on American English]]''' (movie subtitles) |
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| '''[http://elexicon.wustl.edu/ English Lexicon Project]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) | '''[[http://www.maccs.mq.edu.au/~nwdb/|ARC Nonword Database]]''' |
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| '''[http://www.natcorp.ox.ac.uk/ British National Corpus]''' (English words and phrases) | '''[[http://language.psy.bris.ac.uk/bristol_norms.html|Bristol Norms]]''' (Age-of-acquisition, imageability and familiarity) |
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| '''[http://wordsmith.org/ Wordsmith]''' (anagrams, dictionary etc.) | '''[[http://elexicon.wustl.edu/|English Lexicon Project]]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.) |
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| '''[http://wordnet.princeton.edu/ Princeton WordNet]''' (Conceptual-semantic networks) | '''[[http://www.natcorp.ox.ac.uk/|British National Corpus]]''' (English words and phrases) |
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| '''[http://www.eat.rl.ac.uk/ Edinburgh Word Association Thesaurus]''' (empirical semantic word association data) | '''[[http://wordsmith.org/|Wordsmith]]''' (anagrams, dictionary etc.) |
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| '''[http://www.ncbi.nlm.nih.gov/pubmed/20805588 Sentence Cloze Probability Norms]''' (for 498 sentences) | '''[[http://wordnet.princeton.edu/|Princeton WordNet]]''' (Conceptual-semantic networks) |
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| '''[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.eat.rl.ac.uk/|Edinburgh Word Association Thesaurus]]''' (empirical semantic word association data) |
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| '''[http://csea.phhp.ufl.edu/media/anewmessage.html Affective Norms for English Words]''' | '''[[http://www.ncbi.nlm.nih.gov/pubmed/20805588|Sentence Cloze Probability Norms]]''' (for 498 sentences) |
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| '''[http://csea.phhp.ufl.edu/media/anetmessage.html Affective Norms for English Text]''' | '''[[http://lsa.colorado.edu/|Latent Semantic Analysis]]''' (for analysing and comparing texts and documents; more [[http://www.scholarpedia.org/article/Latent_semantic_analysis|here]]) |
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| '''[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/anewmessage.html|Affective Norms for English Words]]''' |
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| '''[http://www.dlexdb.de/ dlexDB Project]''' German lexical database | '''[[http://csea.phhp.ufl.edu/media/anetmessage.html|Affective Norms for English Text]]''' |
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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.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://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.dlexdb.de/|dlexDB Project]]''' German lexical database |
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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) | |
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| '''[[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC2006T13|Frequencies of word n-grams]]''' (from LDC catalog, see above) | |
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| [[Anchor(PicturesObjects)]] | '''[[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://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) |
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| '''[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 |
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| '''[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]]''') |
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| '''[http://www.face-rec.org/databases/ Face Recognition]''' (collection of databases) | '''[[http://www.face-rec.org/databases/|Face Recognition]]''' (collection of databases) |
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| '''[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)>> | |
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| [[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)]]''' |
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| [[Anchor(SpeechSoundsNoises)]] | <<Anchor(SpeechSoundsNoises)>> |
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| '''[[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) | |
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| '''[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.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.mrc-cbu.cam.ac.uk/people/matt.davis/vocode/ Noise-Vocoded Speech]''' (look at bottom for how to do it yourself) | '''[[http://www.fon.hum.uva.nl/praat/|Praat Software]]''' (for analysing and manipulating speech sounds) |
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| '''[http://www.fon.hum.uva.nl/praat/ Praat Software]''' (for analysing and manipulating speech sounds) | '''[[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html|STRAIGHT]]''' (speech manipulation tool) |
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| '''[http://www.wakayama-u.ac.jp/~kawahara/STRAIGHTadv/index_e.html STRAIGHT]''' (speech manipulation tool) | <<Anchor(ReactionTimes)>> |
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| [[Anchor(ReactionTimes)]] | |
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| '''[[http://www.psy.ulaval.ca/~yves/distrib.html|Ex-Gaussian in Matlab]]''' | |
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| '''[http://www.psy.ulaval.ca/~yves/distrib.html Ex-Gaussian in Matlab]''' | '''[[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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| '''[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]) | <<Anchor(MatlabTools)>> |
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[[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
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)
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)