{"id":40,"date":"2024-07-11T17:03:18","date_gmt":"2024-07-11T17:03:18","guid":{"rendered":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/?page_id=40"},"modified":"2026-06-30T15:54:52","modified_gmt":"2026-06-30T15:54:52","slug":"resources","status":"publish","type":"page","link":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/resources\/","title":{"rendered":"Resources"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This page contains a collection of tools that may be useful in phonetics &amp; phonology teaching and research. Check back for updates!<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Illustrations of the&nbsp;<\/strong><a href=\"https:\/\/www.internationalphoneticassociation.org\/content\/full-ipa-chart\"><strong>International Phonetic Alphabet<\/strong><\/a><strong>&nbsp;&amp; phonological features&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.internationalphoneticassociation.org\/content\/full-ipa-chart\">Full IPA charts<\/a> from the International Phonetic Association <\/li>\n\n\n\n<li><a href=\"https:\/\/wellformedness.com\/papers\/codes\/\">English phonemic transcription chart<\/a>&nbsp;for matching symbols across conventions<\/li>\n\n\n\n<li>Master&nbsp;<a href=\"https:\/\/www.artoflanguageinvention.com\/papers\/features.pdf\">Phonological Features Chart<\/a>&nbsp;by Jason Riggle<\/li>\n\n\n\n<li><a href=\"https:\/\/itunes.apple.com\/us\/app\/ipa-phonetics\/id869642260\">iPA Phonetics<\/a>: An iOS app for the International Phonetic Alphabet<\/li>\n\n\n\n<li><a href=\"https:\/\/hcmc.uvic.ca\/ling\/IPAlab\/IPAlab.htm\">Interactive IPA Chart<\/a>&nbsp;from the University of Victoria, Canada<\/li>\n\n\n\n<li><a href=\"http:\/\/sail.usc.edu\/span\/rtmri_ipa\/index.html\">The real-time MRI IPA chart<\/a>&nbsp;from USC&#8217;s&nbsp;<a href=\"http:\/\/sail.usc.edu\/span\/index.html\">span<\/a>&nbsp;group<\/li>\n\n\n\n<li><a href=\"https:\/\/www.seeingspeech.ac.uk\/ipa-charts\/\">Seeing Speech<\/a>&nbsp;MRI IPA chart&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/richardbeare.github.io\/marijatabain\/ipa_illustrations_all.html\">Interactive map of Illustrations of the IPA<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.phonetics.ucla.edu\/index\/sounds.html\">UCLA Index of Sounds<\/a>&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/user\/ArticulatoryIPA\">ArticulatoryIPA<\/a>&nbsp;YouTube Channel&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/www.lel.ed.ac.uk\/research\/gsound\/Eng\/Database\/Phonetics\/Englishes\/Home\/HomeMainFrameHolder.htm\">Accents of English from Around the World<\/a>&nbsp;with audio samples&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/enunciate.arts.ubc.ca\/\">eNunciate!<\/a>&nbsp;visual language learning tool<\/li>\n\n\n\n<li><a href=\"https:\/\/www.rhymedesk.com\/phonemes\">Rhyme Desk<\/a>: find rhyming words via IPA transcription&nbsp;&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/linguisticking.com\/SoundBar.html\">SoundBar<\/a>: hear and visualize the articulation of American English sounds<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Acoustic analysis: Praat tutorials, scripting, and help&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.fon.hum.uva.nl\/praat\/\">Praat: doing Phonetics by Computer&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.mauriciofigueroa.cl\/04_scripts\/04_scripts.html\">Mauricio Figueroa&#8217;s scripting manual &amp; tutorials<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/savethevowels.org\/\">the Society for the Prevention of Cruelty to Vowels<\/a>&nbsp;&#8211; tutorials &amp; scripting help<\/li>\n\n\n\n<li><a href=\"http:\/\/www.fon.hum.uva.nl\/praat\/manualsByOthers.html\">Praat scripting manuals&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/groups.io\/g\/Praat-Users-List\">Praat Users List&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phon.wordpress.ncsu.edu\/lab-manual\/scripts\/script-repository\/\">NCSU Phonology Lab Script Repository<\/a>&nbsp;&#8211; Praat and more<\/li>\n\n\n\n<li><a href=\"http:\/\/praatscripting.lingphon.net\/\">Phonetics on Speed<\/a>&nbsp;Praat Scripting Tutorial<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/stylerw\/styler_praat_scripts\">Praat Script Collection<\/a>&nbsp;from Will Styler<\/li>\n\n\n\n<li><a href=\"http:\/\/www.homepages.ucl.ac.uk\/~uclyyix\/tools.html\">Praat-based Tools<\/a>&nbsp;&amp;&nbsp;Common Prosody Platform&nbsp;from Yi Xu<\/li>\n\n\n\n<li><a href=\"https:\/\/www.isca-speech.org\/archive\/speechprosody_2016\/hirst16_speechprosody.html\">ProZed Praat plugin<\/a>, for rhythm &amp; tonal aspects of speech&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/sites.google.com\/site\/prosogram\/home\">Prosogram<\/a>: Pitch contour stylization based on a tonal perception model<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/evyaco\/EasyAlignIPA\">EasyAlign<\/a>: phonetic alignment with Praat (Windows only)&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/joeystanley.com\/blog\/a-tutorial-on-extracting-formants-in-praat\">A Tutorial on Extracting Formants in Praat<\/a>&nbsp;by Joey Stanley&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/www.ims.uni-stuttgart.de\/institut\/arbeitsgruppen\/phonetik\/helps\/praat-scripting\/praat.tutorial.pdf\">Praat Scripting Tutorial<\/a>&nbsp;by Antje Schweitzer&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/www.praatvocaltoolkit.com\/index.html\">Praat Vocal Toolkit<\/a>&nbsp;&#8211;&nbsp;automated scripts for voice processing&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/YannickJadoul\/Parselmouth\">Parselmouth<\/a>: a Python library for Praat [<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0095447017301389\">article<\/a>]<\/li>\n\n\n\n<li><a href=\"https:\/\/rolandomunoz.github.io\/praat_tools.html\">Praat Tools<\/a> by Rolando Mu\u00f1oz: plugins for annotation, tokenizing, searching TextGrids, etc.&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/ifl.phil-fak.uni-koeln.de\/sites\/linguistik\/Phonetik\/pdf-publications\/2015\/cangemi2015mausmooth.pdf\">mausmooth<\/a>, a Praat script for smoothing and extracting f0 contours&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/rolandomunoz\/plugin_draw_textgrid\">Draw TextGrid<\/a>, a plugin for easier visualizations in Praat&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/mattwinn.com\/praat.html\">Matt Winn&#8217;s Praat Scripts<\/a>&nbsp;for a wide array of tasks&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/santiagobarreda\/FastTrack\">FastTrack<\/a>, a&nbsp;Praat plugin for fast, accurate, (nearly) automatic formant-tracking&nbsp;\n<ul class=\"wp-block-list\">\n<li>Python implementation <a href=\"https:\/\/jofrhwld.github.io\/software\/packages\/fasttrackpy.html\">fasttrackpy<\/a> <\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"https:\/\/www.academia.edu\/95222068\/Praat_manual_for_musicologists\">Praat manual<\/a>&nbsp;for musicologists&nbsp;from Wim van der Meer&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/HenningReetz\/Praat-scripts\">Praat script repository<\/a>&nbsp;from Henning Reetz&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.ub.edu\/phoneticslaboratory\/ca\/resources.html\">Praat scripts<\/a>&nbsp;from the Universitat de Barcelona&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/lennes.github.io\/spect\/\">SpeCT<\/a>, the Speech Corpus Toolkit for Praat<\/li>\n\n\n\n<li><a href=\"https:\/\/www.visiblevowels.org\/#load_file\">Visible Vowels<\/a>&nbsp;tool for plotting vowel spaces in a web browser<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/kirbyj\/praatsauce\">PraatSauce<\/a> &#8211; Praat scripts to facilitate analysis of voice quality&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Automating your transcription and acoustic analysis&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Corpus Phonetics Tutorial&nbsp;from Elinor Chodroff&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/www.sppas.org\/\">SPPAS<\/a>&nbsp;&#8211; forced alignment in multiple languages with Praat TextGrid output<\/li>\n\n\n\n<li><a href=\"http:\/\/clarin.phonetik.uni-muenchen.de\/BASWebServices\">WebMAUS<\/a>&nbsp;&#8211; web-based forced alignment software from&nbsp;<a href=\"http:\/\/phonetik.uni-muenchen.de\/\">LMU<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/mlml\/autovot\/\">AutoVOT<\/a>&nbsp;&#8211; automatic voice onset time calculation<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/ucbvislab\/p2fa-vislab\">P2FA<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/github.com\/JoFrhwld\/FAVE\">FAVE<\/a>&nbsp;&#8211; software for forced alignment from UPenn<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/kylebgorman\/syllabify\">syllabify<\/a>: a tool for syllabifying ARPABET transcriptions<\/li>\n\n\n\n<li><a href=\"http:\/\/www.prosodylab.org\/lab\/software.html\">the Prosodylab-Aligner<\/a>&nbsp;for automated alignment [<a href=\"https:\/\/github.com\/prosodylab\/Prosodylab-Aligner\">prosodylab github<\/a>]<\/li>\n\n\n\n<li><a href=\"https:\/\/montreal-forced-aligner.readthedocs.io\/en\/latest\/\">Montreal Forced Aligner<\/a>&nbsp;for automated alignment<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/kylebgorman\/swipe\">SWIPE&#8217; pitch extractor software<\/a>&nbsp;by Kyle Gorman<\/li>\n\n\n\n<li><a href=\"http:\/\/darla.dartmouth.edu\/\">DARLA<\/a>&nbsp;&#8211; automated vowel formant extraction<\/li>\n\n\n\n<li><a href=\"https:\/\/forced-alignment-and-vowel-extraction.github.io\/new-fave\/\">new-fave<\/a> tool for automating and optimizing vowel formant extraction<\/li>\n\n\n\n<li><a href=\"http:\/\/kaldi-asr.org\/\">Kaldi ASR<\/a>&nbsp;&#8211; a toolkit for speech recognition<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/soskuthy\/formant_edit\">Formant Editor<\/a>&nbsp;&#8211; a tool for improving formant-based analyses<\/li>\n\n\n\n<li><a href=\"https:\/\/ips-lmu.github.io\/EMU-webApp\/\">EMU-webApp<\/a>&nbsp;&#8211; label, visualize, and correct speech and derived speech data&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/gitlab.com\/cpran\/plugin_semiauto\">semiauto<\/a>&nbsp;&#8211; plugin to improve efficiency of working in Praat<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/dopefishh\/praatalign\">praatalign<\/a>: a plugin for interactive forced alignment&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/phonetics.ucla.edu\/voicesauce\/\">VoiceSauce<\/a>&nbsp;&#8211; Matlab-based tool for voice quality analysis&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/clox.ling.washington.edu\/index.html#\">UW CLOx<\/a>&nbsp;&#8211; web-based automatic transcription tool [<a href=\"https:\/\/apps.apple.com\/app\/apple-store\/id1523222131\">MacOS Version<\/a>]<\/li>\n\n\n\n<li><a href=\"https:\/\/lowerquality.com\/gentle\/\">Gentle<\/a>&nbsp;&#8211; a robust yet lenient forced aligner&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/marl\/crepe\">CREPE<\/a>&nbsp;pitch tracker based on deep learning&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/MLSpeech\/DDKtor\">DDKtor<\/a>: software package for automatic measurement of VOT &amp; vowels&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/phonet.readthedocs.io\/en\/latest\/\">Phonet<\/a>&nbsp;toolkit for computing posterior probabilities of phonological classes from audio&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/linguistic-data-consortium.github.io\/ldc-bpcsad\/\">LDC Broad Phonetic Class Speech Activity Detector<\/a>&nbsp;for segmentation &nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/monikaUPF\/PyToBI\">PyToBI<\/a>: A Toolkit for ToBI Labeling with Python Data Structures<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>R resources&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/www.r-project.org\/\">the R project&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.rstudio.com\/\">R Studio<\/a>&nbsp;&#8211; an excellent GUI for R (install both R and R Studio)<\/li>\n\n\n\n<li>the&nbsp;<a href=\"https:\/\/cran.r-project.org\/web\/packages\/vowels\/vowels.pdf\">vowels package<\/a>&nbsp;for R and its web-based&nbsp;NORM interface<\/li>\n\n\n\n<li>the&nbsp;<a href=\"http:\/\/drammock.github.io\/phonR\/\">phonR package<\/a>&nbsp;for normalization, etc. in R (new version!)&nbsp;<\/li>\n\n\n\n<li>the&nbsp;<a href=\"https:\/\/cran.r-project.org\/web\/packages\/phonTools\/index.html\">phonTools<\/a> package&nbsp;for R<\/li>\n\n\n\n<li><a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/aes.html\">ggplot2<\/a>: make beautiful plots in R! [<a href=\"http:\/\/r-statistics.co\/Top50-Ggplot2-Visualizations-MasterList-R-Code.html\">top 50 ggplot2 visualizations<\/a>]<\/li>\n\n\n\n<li><a href=\"http:\/\/plyr.had.co.nz\/\">plyr<\/a>: transform &amp; summarize your data easily &amp; automatically<\/li>\n\n\n\n<li><a href=\"http:\/\/www.aaronalbin.com\/praatr\/index.htm\">PraatR<\/a>: access Praat from R by Aaron Albin<\/li>\n\n\n\n<li><a href=\"https:\/\/cran.r-project.org\/web\/packages\/readtextgrid\/index.html\">readtextgrid<\/a>: a package to read Praat TextGrids into R, by&nbsp;Tristan Mahr&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/JoFrhwld\/FAAV\/blob\/master\/r\/stat-ellipse.R\">stat-ellipse<\/a>: plot ellipses, e.g. around points in a vowel chart (requires other packages)<\/li>\n\n\n\n<li><a href=\"http:\/\/www.danielezrajohnson.com\/rbrul.html\">Rbrul<\/a>, a tool for analyzing variation in linguistic data<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/usagi5886\/dsp\/blob\/master\/swipep%28%29.r\">SWIPE&#8217; for R<\/a>: pitch extraction by Aaron Albin<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/usagi5886\/dsp\/blob\/master\/Spectrogram%28%29.r\">plot spectrograms in R<\/a>&nbsp;by Aaron Albin<\/li>\n\n\n\n<li><a href=\"https:\/\/stephsus.github.io\/basic-stats-tests.pdf\">Summary of Basic Statistical Tests in R<\/a>&nbsp;from Stephanie Shih<\/li>\n\n\n\n<li><a href=\"https:\/\/cran.r-project.org\/web\/packages\/tuneR\/index.html\">tuneR<\/a>: analysis of music and speech&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/ropensci.github.io\/phonfieldwork\/\">phonfieldwork<\/a>&nbsp;package for phonetic fieldwork research and experiments (cf.&nbsp;<a href=\"https:\/\/ropensci.github.io\/phonfieldwork\/additional\/stimuli_viewer.html\">Sound Viewer<\/a>)<\/li>\n\n\n\n<li><a href=\"https:\/\/stefanocoretta.github.io\/speakr\/\">speakr<\/a>: an R-based wrapper for Praat, by Stefano Coretta&nbsp;<\/li>\n\n\n\n<li>Generalized Additive (Mixed-Effects) Models in R: GAM(M) tutorials by&nbsp;<a href=\"https:\/\/osf.io\/r7x28\/\">M\u00e1rton S\u00f3skuthy<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/marissabarlaz.github.io\/portfolio\/gam\/\">Marissa Barlaz<\/a>&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tools for transcription, data acquisition, management &amp; analysis<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/lingmethodshub.github.io\/\">Linguistics Methods Hub<\/a>&nbsp;[in development]&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/www.openslr.org\/resources.php\">Open SLR<\/a>: Open Speech &amp; Language Resources<\/li>\n\n\n\n<li><a href=\"http:\/\/phonologicalcorpustools.github.io\/CorpusTools\/\">Phonological CorpusTools<\/a>&nbsp;(<a href=\"http:\/\/github.com\/PhonologicalCorpusTools\/CorpusTools\">github<\/a>) &#8211; &#8220;Take the stress out of corpus analysis!&#8221;<\/li>\n\n\n\n<li><a href=\"https:\/\/montrealcorpustools.github.io\/speechcorpustools\/\">Speech Corpus Tools<\/a>&nbsp;&#8211; an application for interacting with large datasets<\/li>\n\n\n\n<li><a href=\"http:\/\/labbcat.sourceforge.net\/\">LaBB-CAT<\/a>, a repository for time-aligned audio &amp; transcripts<\/li>\n\n\n\n<li><a href=\"https:\/\/www.phon.ca\/phon-manual\/misc\/Welcome.html\">Phon<\/a>: database management for audio corpora&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/ips-lmu.github.io\/EMU.html\">EMU-SDMS<\/a>: database management &amp; searching of audio corpora<\/li>\n\n\n\n<li><a href=\"http:\/\/clarin.phonetik.uni-muenchen.de\/BASWebServices\/#\/services\">Bavarian Archive for Speech Signals<\/a>: tools for acoustic analysis<\/li>\n\n\n\n<li><a href=\"http:\/\/mlspeech.github.io\/index.html\">{Deep} Phonetic Tools<\/a>&nbsp;&#8211; machine learning applied to acoustic analysis<\/li>\n\n\n\n<li><a href=\"http:\/\/trans.sourceforge.net\/\">Transcriber<\/a>, a tool for labeling, segmenting &amp; transcribing speech<\/li>\n\n\n\n<li><a href=\"http:\/\/linguistics.berkeley.edu\/plab\/guestwiki\/index.php?title=Berkeley_Phonetics_Machine\">Berkeley Phonetics Machine<\/a>,&nbsp;a VM with software for doing phonetics already installed<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/brentwoo\/festival_proj\">FESTIVAL code snippets<\/a>&nbsp;for speech synthesis<\/li>\n\n\n\n<li><a href=\"http:\/\/prosody.beckman.illinois.edu\/lmeds.html\">Language Markup and Experimental Design Software<\/a>, a web-based platform<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/MontrealCorpusTools\/PolyglotDB\">Polyglot DB<\/a>,&nbsp;a Python package for storing and querying large speech corpora<\/li>\n\n\n\n<li><a href=\"http:\/\/www.mpi.nl\/corpus\/html\/elan\/index.html\">ELAN<\/a>, linguistic annotation software&nbsp;&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/doc.pcibex.net\/\">PennController<\/a>&nbsp;software for online experiments&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.findingfive.com\/\">FindingFive<\/a>&nbsp;platform for online behavioral research&nbsp;&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/isophon.org\/\">IsoPhon<\/a> tool to compare vowel spaces as polygons through topological transformations<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Phonological databases, tools, &amp; corpora<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/lapsyd.huma-num.fr\/lapsyd\/\">LAPSyD<\/a>, the Lyon-Albuquerque Phonological Systems Database<\/li>\n\n\n\n<li><a href=\"http:\/\/web.phonetik.uni-frankfurt.de\/upsid_info.html\">UPSID<\/a>, an online version of the UCLA Phonological Segment Inventory Database<\/li>\n\n\n\n<li><a href=\"http:\/\/linguistics.berkeley.edu\/~saphon\/en\/\">South American Phonological Inventory Database<\/a>, from UC Berkeley<\/li>\n\n\n\n<li><a href=\"http:\/\/phoible.org\/\">PHOIBLE Online<\/a>&nbsp;&#8211; a repository of cross-linguistic phonological inventory data<\/li>\n\n\n\n<li><a href=\"https:\/\/languagevariationsuite.shinyapps.io\/Pages\/\">Language Variation Suite<\/a>&nbsp;for variationist quantitative data analysis<\/li>\n\n\n\n<li><a href=\"http:\/\/www.iphod.com\/\">IPhOD<\/a>: the Irvine Phonotactic Online Dictionary<\/li>\n\n\n\n<li><a href=\"https:\/\/sll.ku.edu\/phonotactic-probability\">Phonotactic Probability Calculator<\/a>&nbsp;maintained by Michael Vitevitch<\/li>\n\n\n\n<li><a href=\"http:\/\/languagegoldmine.com\/\">Language Goldmine<\/a>&nbsp;&#8211; databases &amp; datasets (not just PhPh)<\/li>\n\n\n\n<li><a href=\"http:\/\/becker.phonologist.org\/experigen\/\">Experigen<\/a>&nbsp;&#8211; an online experiment platform<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Spoken-language corpora (not exhaustive!)&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/speechbox.linguistics.northwestern.edu\/#!\/home\">SpeechBox<\/a>, a web-based system for a large set of digital speech corpora<\/li>\n\n\n\n<li><a href=\"http:\/\/www.dynamicdialects.ac.uk\/\">Dynamic Dialects<\/a>&nbsp;accent database with video speech samples&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/atlas.limsi.fr\/\">Atlas sonore des langues r\u00e9gionales de France<\/a>&nbsp;&#8211; the North Wind and the Sun in many varieties<\/li>\n\n\n\n<li>Blog post on&nbsp;<a href=\"https:\/\/corplinguistics.wordpress.com\/2012\/03\/08\/prosodically-annotated-corpora\/\">prosodically annotated corpora<\/a>, focusing on English&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/oraal.uoregon.edu\/coraal\">Corpus of Regional African American Language<\/a>, at the University of Oregon&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/oraal.uoregon.edu\/\">Online Resources for African American Language<\/a>, at the University of Oregon&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/microcontact.sites.uu.nl\/atlas\/\">Microcontact<\/a>: Italian dialects spoken in the Americas<\/li>\n\n\n\n<li><a href=\"https:\/\/doreco.huma-num.fr\/\">DoReCo<\/a>: Language Documentation Reference Corpus&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>General phonetics &amp; phonology resources&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.internationalphoneticassociation.org\/content\/phonetics-resources-and-tutorials\">Phonetics Resources &amp; Tutorials<\/a>&nbsp;from the International Phonetic Association&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/users.castle.unc.edu\/~jlsmith\/phonetics-resources.html\">Jen Smith&#8217;s phonetics page&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.acsu.buffalo.edu\/~cdicanio\/scripts.html\">Cristian DiCanio&#8217;s resources and scripts<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/val-systems.blogspot.jp\/\">Val Systems<\/a>: Josef Fruehwald&#8217;s blog<\/li>\n\n\n\n<li><a href=\"http:\/\/www.vocaltractlab.de\/\">VocalTractLab<\/a>: speech production demos &amp; more<\/li>\n\n\n\n<li><a href=\"http:\/\/dood.al\/pinktrombone\/\">Pink Trombone<\/a>: online voice synthesizer<\/li>\n\n\n\n<li><a href=\"http:\/\/soundsofspeech.uiowa.edu\/index.html#english\">Sounds of Speech<\/a>: speech articulation tutorial, with app&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/smu-facweb.smu.ca\/~s0949176\/sammy\/\">Interactive Sagittal Section<\/a>&nbsp;by Daniel Currie Hall&nbsp;<\/li>\n\n\n\n<li><a href=\"http:\/\/espeak.sourceforge.net\/\">eSpeak<\/a>&nbsp;text to speech synthesizer&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/sourceforge.net\/projects\/wavesurfer\/\">WaveSurfer<\/a>&nbsp;&#8211;&nbsp;open-source tool for sound visualization &amp; manipulation<\/li>\n\n\n\n<li><a href=\"https:\/\/www.voxforge.org\/home\/forums\/other-languages-forum\/portuguese\/fala-brasil---speech-recognition-for-the-brazilian-portuguese\">FalaBrasil<\/a>&nbsp;recognition &amp; synthesis tools for Brazilian Portuguese&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.speechandhearing.net\/laboratory\/wasp\/\">WASP2<\/a>&nbsp;&#8211; Waveform, Annotations, Spectrogram &amp; Pitch&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Using the IPA on your computer<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>in Windows: Microsoft Word supports IPA symbols. Try Insert &#8211;&gt; Symbol.<\/li>\n\n\n\n<li>in Mac OS:&nbsp;<a href=\"http:\/\/wstyler.ucsd.edu\/posts\/ipa_with_osx.html\">Install an IPA keyboard or use Charis SIL<\/a>.<\/li>\n\n\n\n<li>No time to install?&nbsp;<a href=\"http:\/\/ipa.typeit.org\/\">Type IPA phonetic symbols<\/a>.<\/li>\n\n\n\n<li>Point and click&nbsp;<a href=\"http:\/\/westonruter.github.io\/ipa-chart\/keyboard\/\">IPA keyboard<\/a>&nbsp;from Weston Ruter&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.lexilogos.com\/keyboard\/ipa.htm\">Lexilogos IPA<\/a>: multilingual keyboard&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Just for fun&nbsp;<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/musiclab.chromeexperiments.com\/Spectrogram\">Chrome Music Lab &#8211; Spectrogram<\/a>: Colorful, multidimensional, animated visualizations of sound.<\/li>\n\n\n\n<li><a href=\"https:\/\/academo.org\/demos\/virtual-oscilloscope\/\">Virtual Oscilloscope<\/a>: visualize live sound input<\/li>\n\n\n\n<li><a href=\"https:\/\/linguacuisine.com\/app\/\">Linguacuisine<\/a>: learn a language while cooking a recipe!&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/nascl.rc.nau.edu\/about-gramle\/\">Gramle<\/a>: a spectrogram decoding game in the spirit of Wordle.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This page contains a collection of tools that may be useful in phonetics &amp; phonology teaching and research. Check back for updates! Illustrations of the&nbsp;International Phonetic Alphabet&nbsp;&amp; phonological features&nbsp; Acoustic analysis: Praat tutorials, scripting, and help&nbsp; Automating your transcription and acoustic analysis&nbsp; R resources&nbsp; Tools for transcription, data acquisition, management &amp; analysis Phonological databases, tools, [&hellip;]<\/p>\n","protected":false},"author":603,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-40","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/pages\/40","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/users\/603"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/comments?post=40"}],"version-history":[{"count":5,"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/pages\/40\/revisions"}],"predecessor-version":[{"id":173,"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/pages\/40\/revisions\/173"}],"wp:attachment":[{"href":"https:\/\/sites.krieger.jhu.edu\/mrenwick\/wp-json\/wp\/v2\/media?parent=40"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}