Ghana Natural Language Processing (NLP)
@GhanaNLP
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Open Group focused on Natural Language Processing (NLP) of Ghanaian Languages, & its Applications to Local Problems. Contact/Join:
Cape Coast, Ghana
Joined December 2019
Don't wanna be here?
Send us removal request.
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設営完了
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Pinned Tweet
1 minute tutorial to clarify how to use our speech recognition technology in the Khaya app
#speechrecognition
#MachineLearning
#machinetranslation
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We have experimented with building LLMs for our languages, and now have an early prototype of “ChatGPT for Twi, Ewe, Ga, Dagbani, Gurene, Kikuyu, Luo, Yoruba, Meru…”
Want to be one of the first to demo it for your language? Comment your language below for a private demo
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We are thrilled to announce a massive update to our Text-To-Speech (TTS) model for Twi! We are confident it is the best Twi TTS there now! Give it a listen and see if you agree!
Sign up for our API and incorporate it into your products today! 🙏🏾 (link in bio)
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We are excited to roll out an improved Khaya AI African Language Translator web interface.
It now offers real-time (“live”) translation as you type, & allows easy switching of language directions.
We also added Fante across all of our mobile & web apps, as well & API. (1/2)
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Introducing the first computational map for Ghanaian Languages produced by Ghana NLP - subword word2vec based on fastText. See video and companion blog post at
#NLProc
#nlp
#MachineLearning
#ArtificialIntelligence
#ghana
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There is no “Google Translate” for any Ghanaian language (in the year 2020) Please help us start building one by providing a couple English-Twi translations. We can only solve our own problems ourselves, together. Thank you.
#ghana
#nlp
#machinelearning
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A year after our group was formed with the goal of increasing research into NLP for Ghanaian languages, we are happy to be presenting this paper on ABENA - BERT for Twi - at the upcoming
#AfricaNLP
workshop
@eaclmeeting
Test on
@huggingface
model hub in 2 codelines
#NLProc
#bert
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Quick demo of Voice to Voice translation enabled via recent advances. You can start building products on top of this today using our API.
Quick demo of the voice to voice translation between English and Twi that you can try today on our web app.
This one is from the perspective of a tourist visiting Ghana and needing to get around.
Brought to you by the amazing team at
@GhanaNLP
@algorineinc
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Excited to release ABENA - A BERT model Now in Akan:
Trained models available through the
@huggingface
hub in as little as 3 lines of code. Demo for text classification on Kaggle.
#AI
#NLProc
#ghana
#africanlp
#Transformers
#huggingface
#bert
#GPT3
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Twi TTS is now available in our API.
translation [dot] ghananlp [dot] org
If you have a chance to try it, please let us know how it goes
The first version of the
@GhanaNLP
@algorineinc
Text To Speech in Twi is out now on our web app 🤩 Link inside video (see top). Mad props to
@ladu_gyamfi
and
@J0eBee
for pushing it over the finish line 🏁 👊🏾 Let us know your experience with it 🙏🏾 😊 Tell a friend 🚀
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Proud to release this dataset of over 25k parallel English-Akuapem Twi sentences. Hope it sparks further research into Twi machine translation. Publishing some MT benchmarks shortly. Please use and cite.
#NLProc
#NLP
#Transformers
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We had the privilege to present our Khaya App - the world's first, and still best, Ghanaian language translation app at
@Google
Accra (talk delivered by Prof.
@moorekwesi
). Great opportunity to connect with the amazing NLP community in Ghana - the future is truly bright!
#nlproc
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To facilitate African trade, as requested by our app users, we are happy to unveil expansion beyond Ghanaian borders. Here we demo Yoruba speech recognition, currently in Beta testing. Which African languages should we add next? Audio by
@SewadeOgun
🙏🏾
#nlproc
#africanlp
#nigeria
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What will you build? Sign up for the API, lots of updates coming soon 🔥 🔥
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Our Team member
@abigaildat
Abigail Oppong recently presented the Khaya app at the African Women in AI Summit 22 in Accra 🇬🇭 Her research focuses on investigating and eliminating gender bias from our MT and ASR apps and APIs. Give her a follow to stay tuned to what she is up to🤗
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Today is an exciting milestone for us, as a year after group conception we release our translation apps to the public. Thanks to all that helped us come this far
@fair_forward
@AI4Dev
@UNESCO
@algorineinc
@gajreport
@Azure
#nlproc
#machinetranslation
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Our Twi ASR has experienced a dramatic improvement in quality!! It is already deployed to our API and the Khaya app so you can try it right now. A detailed discussion of improvements in metrics coming soon. 🙏🏾
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Congratulations to our team member
@abigaildat
for being named one of the 100 Brilliant Women in AI Ethics 2023 by
@WomeninAIEthics
😃 we are so proud of you 😊
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In our 2nd paper at the upcoming
#AfricaNLP
workshop
@eaclmeeting
we present a parallel English-Twi dataset of 25k+ sentences, and develop a Twi translator. You can test it now with the Khaya app for Android, iOS or Web! Thanks 🙏🏾
@fair_forward
@ZindiAfrica
@MasakhaneNLP
#NLProc
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We are elated to announce our first major funding 🥹by the Motsope Presidential Research Accelerator Fund at
@AfricaHarvard
😭 We will use it to scale our tech - which has been helping 10s of thousands of Ghanaians - to other parts of Africa 😃
@johnmugane
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@TiiimaT
@MasakhaneNLP
Correction - our role is not just building datasets for these corps. We create our own models, which are better than theirs. (See our Khaya app)
We need to move away from the narrative that all Africans can do is provide data. Honestly it is a bit offensive 😊
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Congratulations to one of our team leads
@NanaYaaSally
and the many other researchers involved in this landmark work
@MasakhaneNLP
The future of African NLP is brighter than ever!
My first paper with
@MasakhaneNLP
congratulations to us all and I acknowledge the great team work . Africa NLP to the world 🌎 cheers 🥂
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One of our members, David Sasu, showcasing his Twi NLP system for songs at Ashesi University. The future of NLP in Ghana is truly bright! Original link -
#ai
#ArtificialIntelligence
#MachineLearning
#nlp
#Ghana
#ghananlp
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Latest version of our Khaya AI adds Gurene, Kikuyu, Kimeru & Luo.
We compared it to Meta's NLLB for Kikuyu & Luo - it isn't close, e.g., 31 vs 2 BLEU for Luo to English
World's only solution for Gurene & Kimeru, World's best for Kikuyu & Luo.
See medium article... [1/3]
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In our 3rd & final paper the upcoming
#AfricaNLP
workshop, we survey the Ghanaian language NLP research landscape, motivate our mission & outline some of our achievements and challenges.
Thanks to all who has helped us 🙏🏾 We are excited for morrow!
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“we don’t believe that you can create just one model that solves these problems. If your native language is one of these African languages, if you have the technical ML know-how & you care about your community, that unique connection to the community can carry you further.”🎯 🎯
Check out my "3 Minutes With" conversation:
Thank you Andrew (
@decka227
) for presenting our conversation so beautifully and Rest of World (
@restofworld
) for highlighting our story.
@lesan_ai
@GhanaNLP
@DAIRInstitute
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Another demo of our Akan Twi voice recognition api, this time directly through browser via our Web App. Which African language should we add next? Contact us if you have an interesting use-case
#nlproc
#ghananlp
#africanlp
#voicerecognition
#ai
#ml
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Say hello to Naafi (
@naafi_2
) - the driving force behind curating our Dagbani training corpus.
In this video he demos the Dagbani translator in the Khaya AI app.
Download & try it today 😊
Many thanks to
@Sadike25
and
@dagbaniwiki
for their support!
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Thank you for highlighting our work 😊
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Ghanaian NLP community, please submit your papers!!
Start readying your submissions for
#AfricaNLP
workshop at
@eaclmeeting
2021!!! 🌍❤️
Submit your papers by ⚡Feb. 5⚡
Peer Mentorship (new!) 🤝
Join us on slack for Q&A
#SautiYetu
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Join the discussion next week
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New v1.0.4 of Khaya AI - African Language Translation & Transcription App - has been released!
Highlights:
1. Dagbani added
2. Outperforms Google Translate on Yoruba
3. Major advances in Twi etc. based on user feedback over 9 mos😊
Try it now, read more:
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You can now use our translator app Khaya on Apple Devices!! Give it a try now! Please leave us an honest review!
Which languages and new capabilities would you like to see added next? Let us know!
@GhanaNLP
The Khaya translator app is now available on the Apple App Store for iOS and macOS M1. Use it on your iPhone, iPad or M1 Mac Mini/MacBook 😊 Try it now and leave us an honest review!!
#nlp
#nlproc
#machinelearning
#artificialintelligence
#ghana
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*Twi Text to Speech Translation Demo*
@coqui_ai
&
@MasakhaneNLP
released some African TTS, & couldn’t sleep 😅 until coding up instance of
@GhanaNLP
Khaya AI to interact w/ it & see whats up. Accent weird some places, but 80%+ there. Will accelerate our efforts on this greatly 👍🏾
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Also in attendance was
@Sadike25
- Sadik Shahadu - founder of Dagbani wikimedia
@dagbaniwiki
who is helping us scale our tech to Northern Ghana - a region historically ignored by investors, governments & corporations. We will not stop until all people are fairly represented ✊🏾
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Our first "nhyIAmu" headlined by
@ladu_gyamfi
was a great one, many thanks to
@acitygh
for helping us launch this conference!
Next event is June 12th headlined by Dr. Paul Azunre (
@pazunre
)
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Quality Team Lead
@ben_adabankah
showcases flexibility of our text translation API via example - translating in Google Sheets!! 🤯
With few lines of code, build web application, your own app, etc. What are you going to build w/ it? 👀
Try it 👉🏾 [2/n]
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We are excited to announce the launch of our AI conference series - nhyIAmu 🙏🏾
Our first edition will happen on 10th May in partnership with
@acitygh
and will feature our Director of Product. Come meet one of our leaders & chat about the future of AI in Africa 🙏🏾 😊
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Tune in
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Tnx for sharing Samuel. If you haven’t tried Ghana’s 1st (& to date only) neural translation app, check it out. Stand by for upcoming announcements on API availability, accuracy improvements, a host of new features & expansion across map 🤝 we have been quietly working hard 😉
@AccraGtOlympics
I'm using the Khaya app developed by
@GhanaNLP
to translate the comments here. Still a work in progress but got the tweet translated quite accurately.
#nlp
#ghana
#MadeInGhana
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Watch the timeline for the next few weeks, and you might see something interesting 😏 who knows?
I'm begging you guys to pair this with a good voice assistant and you'll absolutely revolutionise the entire tech sector in this country
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Latest version of our Khaya App is now available
In addition to the world’s 1st & only Gurene (alt. Farefare) text translator, we included several Kenyan langs (collab w Prof
@johnmugane
) - Kikuyu, Kimeru & Luo 🇰🇪
These outperform existing solutions if any 🙏🏾
Details soon!
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If you were unable to catch the
@NeurIPSConf
Ghana 2020 event on 13th December 2020, here is the full video:
many thanks to co-organizers
@WiMLDS_Accra
,
@AIGhana1
,
@acitygh
,
@PythonGhana
#nlp
#africanlp
#ghananlp
#gpt3
#gpt2
#ai
#NLProc
#ghana
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This update, combined with our recently improved Speech Recognition (ASR) model, completes a full speech-to-speech pipeline, ready to change how we interact with technology using local languages 🔥 🔥
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Our app was discussed by the amazing team at
@citi973fm
@OJSarpong
🙏🏾 Thank you for supporting our work! 😊 Find it on SoundCloud!
#NLProc
#africanlp
#ml
#AI
#Ghana
@algorineinc
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Vice News alum
@sophiasgaler
takes us on a journey into the Ghanaian AI space - prominently featuring our work at
@GhanaNLP
and our flagship Khaya AI - alongside
@dagbaniwiki
@GureneWikimedia
@minoHealth
and other pioneers. Check out her YouTube channel (link below)
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We will use this funding to create some open sources of data for some yet-to-be-addressed Ghanaian languages 🙏🏾
#staytuned
In 2020, we launched
@GhanaNLP
to translate Ghanaian languages. Thanks
@Googleorg
for the recognition. This grant highlights the relevance of the results achieved within the last two years. We're expanding to Africa!Thanks to all our volunteers especially
@pazunre
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These enhancements are already available for use in our web app and API (links in bio).
Huge thanks to our product team leaders -
@J0eBee
(Engineering),
@ladu_gyamfi
(Product) &
@pazunre
(Research) for driving this update & pushing the boundaries of what is possible!
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Next "nhyIAmu" is in Jun, in Accra - again
@acitygh
Register early if interested in attending
Our first "nhyIAmu" headlined by
@ladu_gyamfi
was a great one, many thanks to
@acitygh
for helping us launch this conference!
Next event is June 12th headlined by Dr. Paul Azunre (
@pazunre
)
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COMING SOON - general purpose Akan Twi API. In Beta testing, rolling out across all our apps and platforms shortly. Early adopter organizations can contact us now to start discussions on potential integration and collabos
@algorineinc
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Check out what
@NanaYaaSally
is up to! 😊
Heard of Natural Language Processing? – Salomey Osei
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Ghanaians working in NLP who want to attend this important conference but are unable to due to costs, please check out this opportunity and reach out!
We encourage individuals who are members of
@queerinai
,
@winlpworkshop
,
@MasakhaneNLP
,
@_LXAI
,
@black_in_ai
,
@AiDisability
,
@AmericasNLP
,
@NorthAfricanNLP
,
@GhanaNLP
,
@WANLP_Ar
, and other marginalized communities to apply! (affinity groups: please help us spread this call!) 2/5
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1st update to the Khaya translator - v1.0.1 - already up on Google Play store! Now enjoy the app on even older versions of Android, and a smoother experience on newer versions. Be sure to update now!
Excited to release Khaya v1.0.1, featuring bug fixes, optimizations & faster loading times! Crucially, this optimized version works smoothly on older versions of Android such as 5, 6, 7 & 8. Be sure to update now for a much smoother experience!
@ghananlp
#app
#appupdate
#khayaapp
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Speech recognition for a first set of languages - Twi & Yoruba - available in Khaya app for both Android & iOS
Speech recognition for Twi & Yoruba is now available in the Khaya app for Android and iOS. Speak to your phone to transcribe speech to text, translate to English, copy the text for use in WhatsApp, on social media etc. 1/n
#nlproc
#machinetranslation
#speechrecognition
@GhanaNLP
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Don’t miss it!
Register to participate in the
@NeurIPSConf
Ghana local meeetup on 13th Dec, 2020 from 15:00-17:00 GMT.
Link to register:
Partners:
@WiMLDS_Accra
,
@AIMLCamp
,
@GhanaNLP
,
@acitygh
,
@PythonGhana
,
@AIGhana1
#NeurIPS2020
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Great to see our translator Khaya outperforming Google through such independently provided examples, thanks for sharing Stephen 😃 🙏🏾
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Proud of you
@KanubalaD
🙂
For people in Ghana 🇬🇭 do not forget to watch
@KanubalaD
's interview with
#techTV
on
@GHOneTV
today.
She talks about AI and
@WiMLDS_Accra
chapter and
@wimlds
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Great opportunity to submit African NLP papers 🙏🏾 😊
📢 CALL FOR PAPERS 📢
The 4th AfricaNLP workshop is co-located with ICLR 2023 in Rwanda. We are happy to receive your submissions on 3rd February 2023 AoE deadline. The theme for the 2023 Workshop is: African NLP in the Era of Large Language Models.
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🎉
5 papers at
#AfricanNLP
, EACL 2021.
Bd:1-3 lead by me w/
@GhanaNLP
, 4&5 w/
@MasakhaneNLP
1. Eng-Twi Parallel Corpus for MT
2. CTE for Twi
3. NLP for Gh Lang
4. Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
5. NER for African Lang
My mentor
@KreutzerJulia
😍🙏
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@languagesecret1
@andre_niyongabo
@DigiAfricanLang
@MasakhaneNLP
@ethionlp
@DiverseInAI
@WiNLPWorkshop
We cant wait for the tech giants to solve our problems - Local scientists & engineers must step up to these challenges & *reap the rewards* for local development. Our Khaya app will include it soon & Masakhane probably has stg already. Please support these initiatives instead.
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ALL LINKS IN BIO
As a reminder, Khaya AI is the world’s only solution of this type for languages including Dagbani, Gurene, Fante, Ga, Kikuyu, Kimeru & Luo.
We appreciate your support as we pursue the mission of ensuring that Africans are not left out of AI revolution 🙏🏾 2/2
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Incredible! Speech recognition for Dagbani coming up in 3, 2,... 😊 thank you for this amazing contribution!
Thanks to
@dagbaniwiki
there are now 4000+ audio recordings of unique
#Dagbani
words pronounced by native speakers freely available on
@WikiCommons
. Tool builders are welcome to reuse them to develop games or other forms of learning material
@GhanaNLP
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Have you tried our Dagbani translator yet? 👀😎
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We are grateful to our collaborators:
@johnmugane
+ contributors at
@dagbaniwiki
@GureneWikimedia
🫱🏾🫲🏿Thanks to the Motsepe Presidential Research Accelerator Fund for Africa at
@AfricaHarvard
for data collection funding 🙌🏾🙌🏾
@A__Diack
& Google for GCP credits🙏🏾
@algorineinc
👊🏾[3/3]
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Amazing interview of
@NanaYaaSally
by
@OndiroOganga
discussing her NLP/AI path & work w
@GhanaNLP
to put Ghanaian & other African Languages on the machine learning map, including an honest live test of Khaya - the 🌍 1st Ghanaian language translation app.
#MachineLearning
#NLProc
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Swahili and Yoruba included in the analysis. Again, Ghanaian languages are conspicuously absent, and performance on the few included African languages is found to be poor.
Announcing XTREME, a new
#NaturalLanguageProcessing
benchmark for cross-lingual generalization, which covers 40 typologically diverse languages using nine tasks that collectively require reasoning about different levels of syntax or semantics. Learn more ↓
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Absolutely! Why are census questions in English anyway? 🤔
Future
@StatsGhana
censuses questionnaires could be generated in local languages using
@GhanaNLP
’s tech to collect more inclusive data and better outcomes.
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@onua_zionfelix
Next time use the free Khaya AI app to do it 😊 (see attached, full sentence) 😃 Try it yourself 👉🏾
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Amazing progress! Glad to be part of it...
In addition to a Kiswahili News Classification dataset by
@Davis_McDavid
, a Twi MT dataset courtesy of
@GhanaNLP
, an MT dataset created from SA parliamentary documents for the 11 national languages courtesy of
@Legend_Ari
and
@MaSelinga
...
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Many thanks to sponsors, partners and collaborators
@ZindiAfrica
@AI4Dev
@fair_forward
@gajreport
@MasakhaneNLP
@algorineinc
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Promoting cultural exchange 😉🕺🏾💃🏾🎶
Hey
@stonebwoy
@gospelsoja
@jmettle
! fans who don’t get your Twi, Ga and Ewe lyrics can now translate them using Khaya AI translator app by
@GhanaNLP
@algorineinc
!! some examples attached, can u recognize the songs?
Try it yourself 👉🏾
#nlproc
#bhim
#ml
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Thank you for sharing! We look forward to advancing the state of African NLP together! 🤓😃
We just learned about the great work of Ghana NLP
@GhanaNLP
to collect and do work for Ghanaian languages.
#IndabaSocial
#Twi
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@DigiAfricanLang
@daanvanesch
@Sadike25
@gvssafrica
@risingvoices
@Sadike25
this is amazing! Please check out our work and let us know if you want to collaborate on Dagbani and other northern languages!
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Quality of your phone’s mic, absence of noise in your environment and enunciation can all have an impact on transcription accuracy!
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Awesome 👏🏾
Really amazing work by
@GhanaNLP
. We're happy to also share that we released the dataset of 25377 Fon-French parallel data, solely based on daily dialogues and conversations. Please use and cite:
#FFRComingSoon
@FabroniYoc
@ChrisEmezue
@MasakhaneNLP
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Thank you prince 🙏🏾 the support of the community means everything
Congrats to Dr.
@pazunre
and the
@GhanaNLP
team for this major feat! This is great!
Cc:
@Abocco
@KojoAB
@benkoku
@GHANAmomoni
@Daixy233
@jabdulai
@MacJordaN
@thenanaaba
@Kuukuwa_
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@MasakhaneNLP
@Wikimedia
@jimmy_wales
@bonadossou
@ChrisEmezue
Wishing you more wins! Well done! Landmark stuff! 🎉 🎈 🎂
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yes it did, good catch 😊 this is an honest advertisement of its current state, this is just the beginning. It is the reason it is not yet public
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... For more details:
Download app or sign up for our API to integrate these functions into your own apps:
Stay tuned for more peer reviewed articles expounding on this research & sharing more of the data & procedures
[2/3]
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@princedormenyo1
@pazunre
@jeffwellz
Please send us an email to join the group, we are always looking for volunteers. Lots of work to do yet for Ewe 🤝🏾email on this page
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@ManBwoy
@vukosi
@DawnWagesSays
@MasakhaneNLP
@SalomonKabongo
@alienelf
@I_Am_The_Zara
@ivybarley
Twi is also available in our translation app Khaya for Android, iOS and Web, if you were interested in alternatives
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@manuel_manuel92
@moorekwesi
We are working on it please 🙏🏾
It already has ASR ( speech to text) for Twi and several other languages
Your support is how we get the resources to keep expanding the capabilities and coverage 😊
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@iamDREAMO
Built by Ghanaians for Ghanaians
Quick demo of the voice to voice translation between English and Twi that you can try today on our web app.
This one is from the perspective of a tourist visiting Ghana and needing to get around.
Brought to you by the amazing team at
@GhanaNLP
@algorineinc
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@mzzcandles
@moorekwesi
It is a mix. When we started it was heavy on Akuapem, but now it is heavy on Asante, I.e., it will be mostly Asante but you might see Akuapem sometimes
Once we are able to create enough data in each dialect separately we will be able to create a separate mode for each
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😍
Gurene [Frafra] Edits
#Wikipedia
✍️
Be part of this history in digitizing our rich Gurenɛ [Frafra] heritage.
- Introduction to Wikipedia.
- Translating
@mediawiki
messages into the Gurenɛ language.
Register here:
contact: 0247486167/0547189152
@dagbaniwiki
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@ruthstarkman
@pazunre
We haven’t published a paper on it yet, no. It is probably a bit early, but we certainly hope to publish something once it matures a bit 🙏🏾 we anticipate a public demo in a few weeks 🙏🏾
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@Sadike25
@DigiAfricanLang
@daanvanesch
@gvssafrica
@risingvoices
Our contacts are listed here! Send an email to join the slack!
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