Editing Resources

You can find '''SSF! wiki resources'''. See '''[[Mediatheque]]''' for media. See our '''[[glossary]]''' for definitions.

= Explore work by academia =
* https://scholar.google.com
* https://www.semanticscholar.org
* https://academic.microsoft.com
* https://citeseerx.ist.psu.edu
* [https://www.connectedpapers.com/ '''ConnectedPapers.com''' - "''Explore connected papers in a visual graph''"]
* [https://crossminds.ai/ ''''''Crossminds'''''' - ''Latest Tech Research Videos'' at crossminds.ai] - Discover tailored research & industry updates in the field of AI provided by CrossCircles Inc.
* [https://www.topionetworks.com/ ''''''Topio Networks'''''' (topionetworks.com)] is a disruptive industry research platform, utilizing their '''Carolus AI''' technology.
* [[ciumd:Technologies#AI|Consumerium.org development wiki on '''Technologies''' § '''AI''']] contains resources for learning [[w:Artificial intelligence|AI]] & [[w:Machine Learning|ML]] and legal reviews on AI questions.

= Commercial =
Major source of information has been [https://www.syntheticmedialandscape.com/ SyntheticMediaLandscape.com] by Samsung Next<ref group="1st seen in" name="SyntheticMediaLandscape"> https://www.syntheticmedialandscape.com/</ref>
== Visual synthetic human-like fakes ==
* [https://faceapp.com/ FaceApp.com] [[w:FaceApp]]
* [https://www.dzomo.ai/ Dzomo.ai] (as of 2020-12-07 states coming soon)<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.tangent.ai/ tangent.ai] - using human image capture they offer online beauty webshops for-a-fee services<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://prisma-ai.com/ Prisma-AI.com] - "''A.I. powered editing app for portrait photos'""<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://generated.photos/ Generated.photos] - "''Unique, worry-free model photos''" [https://generated.photos/faces fake faces]<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://app.generative.photos/ Rosebud AI at app.generative.photos]<ref group="1st seen in" name="SyntheticMediaLandscape"/> [https://talkingheads.rosebud.ai/ talkingheads.rosebud.ai] [https://www.rosebud.ai/models fake models]
* [https://lalaland.ai/ Lalaland.ai] - "''Artificial human models - Photorealistic yet nonexisting human models for eCommerce apparel webshops''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://gradient.photo/ Gradient.photo] - "''The next big thing in the world of Mobile Photo Editing''" Android and iOS apps<ref group="1st seen in" name="SyntheticMediaLandscape"/>

== Consumer protection ==
* [https://www.dessa.com/ Dessa.com] by [[w:Square, Inc.]] develops e.g. [https://github.com/dessa-oss/fake-voice-detection ''''''Fake voice detection'''''' at github.com] - "''Using temporal convolution to detect audio deepfakes''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.serelay.com/ Serelay.com]  - "''When you take a photo or capture a video using Serelay’s Trusted Media Capture™ technology we calculate over 100 mathematical values that relate to the capture event and store these for later reference.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://brighter.ai/ Brighter.ai] - "''Deep Natural Anonymization is a unique privacy solution based on generative AI. It creates synthetic face overlays to protect individuals from recognition, while keeping data quality for machine learning.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://truepic.com/ Truepic.com] - Photo and video verification platform<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.peerwise.io/ Peerwise.io] - Deepfake phishing protection - "''Know Who You're Talking To''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://cyabra.com/ Cyabra.com] - "''Expose the Truth''"
* [https://thesentinel.ai TheSentinel.ai] - "''Defending Against Deepfakes and Information Warfare - We Help Democratic Governments, Defence Agencies and Enterprises Stop the Threat of Deepfakes through a Leading AI-Based Protection Platform.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.deidentification.co/ deidentification.co] - "''Same Photo Without YourFaceprint - D-ID protects identities from facial recognition''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://quantumintegrity.ch/ QuantumIntegrity.ch] - "''A.I. POWERED DEEP FAKE & IMAGE FORGERY DETECTION''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://deepware.ai/ Deepware.ai] - "''Scan & Detect Deepfake Videos''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://syntonym.com/ Syntonym.com] - "''Anonymize visual data in a GDPR-compliant way to protect people’s privacy.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://sensity.ai/ Sensity.ai] - "''Visual Threat Intelligence Platform - The most comprehensive database of detected deepfakes with actionable insights''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>

== Natural-language generation ==

''' Established companies in the market '''
* [https://www.arria.com/ Arria.com] - Arria NLG is a form of artificial intelligence that transforms structured data into natural language.<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.yseop.com/ yseop.com] - "''Advanced Natural Language Generation (NLG) AI automation''"
* [https://www.articleforge.com/ ArticleForge.com] - "''Using advanced artificial intelligence and deep learning, Article Forge writes completely unique, on-topic, high-quality articles with the click of a button.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://automatedinsights.com/ AutomatedInsights.com] - "''Turn your data into clear natural language - Automated Insights is the creator of Wordsmith, a self-service natural language generation platform.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.retresco.de/en/ Retresco.de] - "''Pioneering Natural Language Technologies''" - NLU, NLP, NLG solutions<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.vphrase.com/ vPhrase.com] - "''Insights from data, in words''" - Artificial intelligence software for businesses


''' Newer contenders in the market '''
* [https://www.narrativa.com/ Narrativa.com] - Natural language generation solution - "''AI for Digital Transformation - Transforming Data into Human Knowledge in Real Time''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.naturaltext.com/ NaturalText.com] - "''NaturalText A.I. is the first and only NLP solution that uses unsupervised learning and symbolic, non-statistical A.I. to extract easy-to-understand, actionable insights from long-form text data—and it even explains the logic behind its decisions.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.syllabs.com/en/ syllabs.com] - "''Syllabs artificial intelligence generates quality texts automatically''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://en.ax-semantics.com/ ax-semantics.com] - "''Save time & grow your business by scaling content creation. - Our Natural Language Generation software helps you understand data & create meaningful text out of it.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* https://narrativescience.com/ NarrativeScience.com] - "''No more dashboards - Data should be understandable for everyone. Start data storytelling with Lexio.''" [[w:Narrative Science]]<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://phrasee.co/ Phrasee.co] - "''Phrasee is the most advanced AI-Powered Copywriting tech on the planet.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://visualnlg.com/ VisualNLG.com] - "''THE INTELLIGENT DIGITAL EXPERT - BEYOND NATURAL LANGUAGE GENERATION - Visual NLG is a single platform that analyses data, acquires knowledge and delivers advanced Natural Language Generation (NLG)''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://articoolo.com/ articoolo.com] - "''Create unique textual content in a flash - A quick, coherent starting point for your articles''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://contentyze.com/ Contentyze.com] - "''Turn Ideas into Content at Scale - Use Contentyze to automatically create marketing content from raw data using Artificial Intelligence.''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>

== Speech and voice synthesis ==

''' Established companies in the market '''
* [https://www.acapela-group.com/ Acapela-Group.com] - "''Your voice matters ⏤ Experience personalized voices''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [http://www.aispeech.com/ AIspeech.com] - only in Chinese <ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.cereproc.com/ - Cereproc.com]"''Explore the most natural and diverse text-to-speech voices on the market!''"<ref group="1st seen in" name="SyntheticMediaLandscape"/>
* [https://www.iflytek.com/en/ iflytek.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''CREATE A BETTER WORLD WITH A.I.''" - makes an interpreter app, A.I. outbound call system, Chinese language learning platform among other things. See [[w:iFlytek]].
* [https://azure.microsoft.com Microsoft Azure at azure.microsoft.com] <ref group="1st seen in" name="SyntheticMediaLandscape"/> 
*# [https://azure.microsoft.com/en-us/services/cognitive-services/text-to-speech/ '''Text-to-speech'''] - "''A Speech service feature that converts text to lifelike speech''"
*# [https://azure.microsoft.com/en-us/services/cognitive-services/speaker-recognition/ '''speaker recognition'''] - "''A Speech service feature that verifies and identifies speakers''"  
*# [https://speech.microsoft.com/customvoice '''Custom Voice''' at speech.microsoft.com] - "''Build a recognizable, one-of-a-kind voice for your text-to-speech apps, as unique as your business.''"
* [https://www.nuance.com/omni-channel-customer-engagement/technologies/artificial-intelligence.html Nuance.com] <ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Artificial Intelligence–AI solutions for smarter customer engagement''"
* [https://trinityaudio.ai/ TrinityAudio.ai] <ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''AMPLIFY YOUR CONTENT WITH AUDIO - Trinity enables publishers & content providers to join the audio revolution by turning readers into listeners.''"
* [https://www.cepstral.com/ Cepstral.com] <ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''At Cepstral, Text-to-Speech is our only focus.''"
* [https://www.ispeech.org/ ispeech.org] <ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Powerful Speech Platform - Text to Speech API, Speech Recognition API, Open Source SDKs''"
* [https://www.naturalreaders.com/ NaturalReaders.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Powerful Text-to-Speech for at home, work, or on the go. - Upload text and documents or convert to mp3 to listen to anywhere anytime.''"
* [https://www.readspeaker.com/ ReadSpeaker.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Lifelike Text to Speech for Your Customers''"
* [https://www.vonage.com/ Vonage.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Looking for ways to win with better business communications?''" - Offers communication APIs, unified communications and contact center augmentation. 

''' Newer contenders in the market '''
* [https://www.data-baker.com/#/specs/compose/online Data-Baker.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Intelligent speech atomic ability, open a new experience of AI speech''" - TTS online, TTS offline, voice cloning, emotional TTS, voice customization and more.
* [https://bottalk.io/ BotTalk.io]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Turn your readers into listeners! - BotTalk is a text-to-speech software platform that allows you to convert any web content into the most humanlike sounding audio.''"
* [https://www.speechmorphing.com/ SpeechMorphing.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''The Future of Speech Synthesis is Here - Brand and customize a voice in just a few clicks.''"
* [https://www.lovo.ai/ LOVO.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''LOVO - Love Your Voice''" - "''High-quality DIY Online Text to Speech platform for all content creators. Get started for FREE now!''" - Lovo Studio and Voiceover API
* [https://www.modulate.ai/ Modulate.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Voice Chat Shouldn't Have To Be Toxic - We enable a safer, more immersive voice chat experience''"
* [https://www.deepsync.co/ Deepsync.co]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Your Amazing voice meets our remarkable AI - Deepsync is a full-fledged Audio Production technology, that works by  syncing  your voice.''"
* [https://www.resemble.ai/ Resemble.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Resemble builds Custom AI Generated voices from your speech source.''" - web and API
* [https://spik.ai/ Spik.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "'Generate speech from text - Generate voice clips up to 300 characters. Login to generate voice clips up to 1000 characters. ''"
* [http://www.vocaloid.com/en/ Vocaloid.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Vocaloid - VIRTUAL SINGERS IN YOUR COMPUTER''" - for MacOS and Windows only
* [https://www.voicemod.net/ Voicemod.net]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''FREE Real Time Voice Changer for Online Games - Voicemod transformer works with VRChat, Discord, Overwatch, Fortnite, PUBG, Skype & CSGO.''" - Website states that Linux and Mac versions are coming
* [http://supertone.ai/main/ SuperTone.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''When Supertone creates, the world listens. - Towards a richer media ecosystem by providing innovative technologies to all creators around the world.''"
* [https://alta-voce.tech/ alta-voce.tech]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''we give voice to emotions''" - "''We design real-time voice technologies - We shape, in real time, the emotions displayed by human and artificial voices to enhance communication.''"
* [https://speechki.org/ Speechki.org]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Create your audiobook in 15 minutes - Publish your audiobook free of charge''" - Pricing based on character count. Free up-to-10 sentences conversion. [https://speechki.org/samples/ (samples)]
* [https://speechkit.io/ SpeechKit.io]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Audio for every story - Instant audio articles using realistic voices that increase reader engagement and revenue potential''"
* [http://neosapience.com Neosapience.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - as of 2020-12-08, the website has a misconfiguration (???)
* [https://www.respeecher.com/ Respeecher.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Voice Cloning - Create speech that's indistinguishable from the original speaker. Perfect for filmmakers, game developers, and other content creators.''"
* [https://www.voicepods.com/ Voicepods.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Text to Speech. Made Simple. - Convert any written text into speech in 30 seconds.''" - Free sign-up
* [https://wellsaidlabs.com/ wellsaidlabs.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Voice over at your fingertips - Add voice to digital experiences with more control and within budget using our AI powered Studio.''"
* [https://articulu.com/ articulu.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Listen to articles from the Web. - A better way to read the internet. Hands free and On The Go.''"
* [https://www.descript.com/ Descript.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Descript is a collaborative audio/video editor that works like a doc. It includes transcription, a screen recorder, publishing, full multitrack editing, and some mind-bendingly useful AI tools.''"
* [https://www.papercup.com/ papercup.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Your videos, in other languages - Increase your reach with AI that recreates your voice in other languages''"
* [https://www.sonantic.io/ sonantic.io]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Hyper-realistic Artificial Voices - Create a captivating performance using emotionally expressive text-to-speech''"
* [https://www.getspeechify.com/ Speechify at getspeechify.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Less time reading. More time doing. - Listen instead of reading.''"
* [https://www.voicery.com/ Voicery.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Custom text-to-speech voice engines.''"
* [https://www.yokeru.io/ Yokeru.io]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - Discussing voice AI system for telephone customer service

=== Video synthesis ===
* [https://get.reface.app/ Reface.app] - "''The Best Face Swap App''"

* [https://comixify.ai Comixify.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Turn videos into comics with AI power and share it with friends!''"

* [https://www.rephrase.ai/ Rephrase.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''MailChimp for Videos - Use Generative AI to address millions of customers personally, through videos.''"

* [https://faceswapweb.com/ Faceswapweb.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Faceswap web is an online tool to swap faces in a video. ''"

* [https://www.recreate.ai/ Recreate.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Recreate is an AI assisted video creation platform that let's you create social media videos in less than 4 minutes''"

* [https://www.synthesia.io/ Synthesia.io]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Create your own AI video. As easy as writing an email. - With Synthesia you can finally create compelling video content without the need for actors, film crews or expensive equipment.''"

* [https://alethea.ai/ Alethea.ai]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Introducing AI Avatars - Unlock the creative power of Artificial Intelligence using the world's first AI Avatar Studio.''"

* [https://embodyme.com EmbodyMe.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> a Japanese company | Products: [https://xpressioncamera.com/ xpressioncamera.com] - "''Give yourself a virtual makeover for your video chats and live streams''" for MacOS only and [https://xpression.jp/ xpression.jp] - "''Your facial expression on anyone's face''" - as of 2020-12 iOS and maybe Android coming

=== Music and sound synthesis ===

* Adobe Inc.

* [https://nsynthsuper.withgoogle.com/ NSYNTH SUPER at nsynthsuper.withgoogle.com]<ref group="1st seen in" name="SyntheticMediaLandscape"/> - "''Making music using new sounds generated with machine learning''"

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= Syntheses =
* '''[[w:Voice acting]]''' see [[w:Voice acting#AI-generated and AI-modified voice|Voice acting § AI-generated and AI-modified voice]] and [[w:Voice acting#Automated dialogue replacement|Voice acting § Automated dialogue replacement]]
* '''[[w:Dubbing (filmmaking)]]''' see [[w:Dubbing (filmmaking)#ADR/post-sync|Dubbing § Automated Dialog Replacement]] 

== Digital look-alikes ==

=== Links about digital look-alikes ===
* A [https://ict.usc.edu/pubs/Scanning%20and%20Printing%20a%203D%20Portrait%20of%20President%20Barack%20Obama.pdf 7D model was made of President Obama with his consent] in 2013
* [http://www.niessnerlab.org/projects/thies2016face.html A 2016 paper (with videos) on the semi-real-time 2D video manipulation with gesture gesture forcing and lip sync forcing synthesis] by Thies et al 2016, Stanford.

=== Wikipedia links about digital look-alikes ===
* [[w:Human image synthesis]]

== Digital sound-alikes ==

=== Wikipedia links about digital sound-alikes ===
* [[w:Speech synthesis#Digital sound-alikes|Speech synthesis § Digital sound-alikes]]
* [[w:Adobe Voco]]
* Google [[w:WaveNet]]

=== Other contenders to create digital sound-alikes ===

As of 2019, these speech synthesis in most use scenarios does not yet fool a human because the results contain tell tale signs that give it away as a speech synthesizer. 


* https://cstr-edinburgh.github.io/merlin/ - free opensource voice synthesis framework
* https://fifteen.ai/ [https://fifteen.ai/app try the app] with a text of your choice or listen to [https://fifteen.ai/examples pre-computed examples]  [<ref group="1st seen in" name="enwiki-speech-synthesis">https://en.wikipedia.org/wiki/Speech_synthesis#Digital_sound-alikes</ref>
* [https://lyrebird.ai/ Lyrebird.ai] [https://www.youtube.com/watch?v=xxDBlZu__Xk (listen)]
* https://candyvoice.com/ and their eery phone app and other useful services.

== GANs ==
=== Links about StyleGAN ===
* https://thispersondoesnotexist.com/ or the more unnerving game format http://www.whichfaceisreal.com/


== Text syntheses ==
* See [[Synthetic human-like fakes#Text syntheses|Synthetic human-like fakes § Text syntheses]]
----

= Protective measures =
== Voice changers ==

=== List of voice changers ===

'''Multi-platform'''
* [https://github.com/juancarlospaco/pyvoicechanger pyvoicechanger] is a real time microphone voice changer app for Python 3.6+
* [http://sox.sourceforge.net/ SOX] is available for all OS and is usually pre-installed on Linux. Sox is a general purpose audio software, so configuration work is needed to enable the voice changers.

'''Windows''' 
* [https://www.voicemod.net/voice-maker/ VoiceMod.net]
* [https://clownfish-translator.com/voicechanger/ Clown Fish Voice Changer]
* [https://www.nchsoftware.com/voicechanger/versions.html Voxal Voice Changer] (Also for Macs).
* [https://screamingbee.com/Product/MorphVOXJunior.aspx MorphVOX Jr] (free-of-charge) (Also for Macs)


= 1st seen in =
<references group="1st seen in"/>