Claytone Sikasote @iamsikasote
Lecturer at University of Zambia, Dept of Computer Science. Interested in Low-resource NLP; ASR, MT & AST for under-served languages of Zambia. Lead @UnzaNLP ! csikasote.github.io Lusaka Joined December 2010-
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The 21st @iwslt Shared Tasks evaluation period has started! ⏰System submission due April 1-15, 2024 📎More info: iwslt.org/2024/ Those participants who haven't registered yet please register for the Evaluation Campaign via the registration form: forms.gle/pkjTz5oYfae2Cs…
[75min talk] i finally recorded this lecture I gave two weeks ago because people kept asking me for a video so here it is, enjoy "The Little guide to building Large Language Models in 2024" tried to keep it short and comprehensive – focusing on concepts that are crucial for…
If you are planning to use web-mined parallel corpora s.a. CCMatrix, CCAlign, NLLB, etc for NMT research, you would find our upcoming EACL paper useful. One reviewer said they were 'in love' with the paper, and chances are that you might too! Link: arxiv.org/abs/2402.07446
I have updated my course 'Automatic Speech Recognition: Introduction, Current Trends, and Open Problems' a bit; it's available here: tinyurl.com/ASR2024besacier
One of my current favorite repos is mlx-examples. It provides many examples in the MLX framework and you can use it to easily run all the cool models like: - Llama2, Mistral, Mixtral, Phi-2 - Stable Diffusion - Whisper - And many other models from Hugging Face On top of that,…
📢First Call for Papers 📢 The 21st @iwslt event will be co-located with @aclmeeting. Aug 15-16, 2024 –Bangkok, Thailand Scientific & system paper submission due Apr 29, 2024 More details here: iwslt.org @marcfede @esalesk @ELRAnews @shashwatup9k @MarineCarpuat
Cool work @badr_nlp! Building datasets, especially for under-served communities, is a time-consuming, painful, and often thankless task. But having Zambian langs be part of the research and eventually industry ecosystem is exactly why @iamsikasote and I spent years on this!🎉
Cool work @badr_nlp! Building datasets, especially for under-served communities, is a time-consuming, painful, and often thankless task. But having Zambian langs be part of the research and eventually industry ecosystem is exactly why @iamsikasote and I spent years on this!🎉
New paper in #ICASSP2024🔔 Self-supervised adaptive pre-training (SAPT) on task data (aka don't stop pre-training) is effective for NLP 🔤 & vision👁️ But... is this also true for speech models? 🤔 In our paper, we investigate this question 🔎 📜 arxiv.org/pdf/2312.07338… 1\🧵
NEWS: Apple just entered the AI open source arena by quietly releasing their new DL framework called MLX! It runs code natively on Apple Silicon with a single pip install and no other dependencies. github.com/ml-explore/mlx Sharing what I discovered from this initial release:
Open Whisper-style Speech Model (OWSM) 🔉 OWSM reproduces Whisper training using an open-source toolkit (ESPNet) and publicly available datasets. OWSM is much more efficient in training and is robust at multi-directional translations. Open source training, inference scripts and…
Breaking language barriers with high-quality translations with SeamlessM4T by @AIatMeta Now available in Transformers 🤗 It supports 101 languages for speech input, 96 for text input/output and 35 for speech output ✨ One model to rule them all - Text and speech! ♥️
Hello everybody and #Tunisia 🇹🇳 twitter. We have been working in the last months on improvements on the Tunisian speech recognition model I proposed. Mainly, ways to handle the heavy code-switching in Tunisian speech. 🧵 : expect data, demos, paper.. huggingface.co/spaces/SalahZa…
SeamlessM4T by @metaai is removing language barriers via high-quality translation. 🚀 Allowing people from across the world to communicate effortlessly through speech and text! 🤗 One model to rule them all! ♥️ Try it out now: huggingface.co/spaces/faceboo…
.. enroute to Dublin for the #INTERSPEECH2023 . Looking forwarding to meeting @anas_ant and making new friends. I will be presenting a poster of our work on Wednesday 23/08/23 at Forum Area Poster 3 between 14:30hrs and 16:30hrs. Check in! Paper: arxiv.org/pdf/2306.04428…
.. enroute to Dublin for the #INTERSPEECH2023 . Looking forwarding to meeting @anas_ant and making new friends. I will be presenting a poster of our work on Wednesday 23/08/23 at Forum Area Poster 3 between 14:30hrs and 16:30hrs. Check in! Paper: arxiv.org/pdf/2306.04428…
2. @iamsikasote-lead work on BIG-C, a multi-purpose multi-modal dataset for Bemba. No more excuses for English-only multi-modal work! (also, many cool future work to be done) Read more 👇 x.com/anas_ant/statu…
2. @iamsikasote-lead work on BIG-C, a multi-purpose multi-modal dataset for Bemba. No more excuses for English-only multi-modal work! (also, many cool future work to be done) Read more 👇 x.com/anas_ant/statu…
Heading to #ACL2023NLP Looking forward to catching up with everyone! Unfortunately for y'all, due to Canada's immigration policies, you will hear from me instead of @sina_ahm or @iamsikasote who lead the works I'll present. Anyway, here's a 🧵 with 5 papers GMNLP contributed:
🔥 the ultimate @ISCAInterspeech paper guide 🔥 can't find Dmitry on twitter, but major hat tip to him! github.com/DmitryRyumin/I…
Meta AI's recently released "Massively Multilingual Speech" (MMS) model is a huge step forward towards democratizing Speech to every corner of the globe. In addition, it might also play a significant role in preserving global linguistic diversity. huggingface.co/papers/2305.13… 👇
#Speech people: I'm looking for an (open source) tool(kit) to record and ideally also transcribe speech from different speaker groups, including children. Ideally, it should be possible to interface the tool(kit) with other tools or adaptable to Dutch (children). Who can help?
@LacunaFund's panel at #AfricAI2023 featuring six grantees! From left to right, Benson Mbuthia, Collins Udanor, @allahserix, @iamsikasote, @Tajuddeeng, and @Shmuhammadd present their datasets. #LFKigali2023
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212 Followers 52 Following Data driven solutions | Research | AI | IoT | Embedded Systems | Infrastructure | MLOps | Blockchain | Software Engineering
@sarahookr 1. No project, task, or research question is too small to tackle, everybody starts somewhere ! 2. Research impact can be defined by how you perceive it.
Looking to land a top job in GenAI? Focus is key. Instead of spreading yourself thin with 20 unrelated papers during your PhD, hone in on 2-3 representative publications in areas like SFT, RLHF, alignment, safety, or data selection. Make a name for yourself w. quality work.
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Introducing CMULAB: an open-source framework that makes it easy to deploy & fine-tune models for low-resourced languages, even with limited technical expertise. Perfect for linguists and researchers working on OCR, speech transcription & more!
📢 Proud to announce that our @mgaido91 has won the 2023 @EAMTee best Phd thesis award with his work on “Direct speech translation toward high-quality, inclusive, and augmented systems". 💯👏 👇Thesis: iris.unitn.it/handle/11572/3… 👇About the award: eamt.org/2024/04/17/202… #NLProc
🌟Best Thesis Awardee announcement🌟 Congratulations to @mgaido91!! See you at #EAMT2024 for your best thesis presentation! #NLProc #MT #MachineTranslation
📢📢 Lectures of @MITDeepLearning are officially starting this Monday 4/29 -- #FREE + online for all! 📅 New lecture every Monday at 10am ET 🤩 New updates! #LLMs, #GenAI, #Transformers, #Diffusion, #Robotics & more! 👀 Sign up for live updates youtube.com/channel/UCtslD…
Had to move my MT demo to a new server. Now, it is up and running again (100% on CPU). machinetranslation.io
The #AfricaNLP Workshop co-located at #ICLR2024 is happy to announce the list of accepted papers for this year’s workshop. We are proud as we continue to create a platform to encourage high-quality peer-reviewed publications of NLP researches in African languages.
llms this, llms that! why aren't people releasing more audio stuff 😭 i want tts, asr, speech translation, voice cloning, text to audio, text to music, anything..
Multilingual NLP has made huge advances recently! But how can NLP better serve Indigenous communities? Our new #eacl2024 paper tackles the important topic of how to work ethically with Indigenous communities on NLP projects. arxiv.org/abs/2402.02639 @nedcpr @DrCheldreth #eacl2024
I have been working on #speech translation for the relatively low-resource #Irish-to-English language pair. Hopefully will share more technical details and learned lessons soon. huggingface.co/collections/ym…
@Lusa_Luu As a dental surgeon, I can confirm that it's true. Talking, eating, brushing for some few hours after the removal is discouraged because the healing process will be disturbed. It's crucial to follow the instructions otherwise healing will be delayed.
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
Calling all #PhDStudents in speech science & technology for the 10th ISCA-SAC Doctoral Consortium at @ISCAInterspeech! We look forward your extended abstracts describing the PhD project as a whole. Submission deadline: June 13, 2024! More information on isca-students.org
@ISCAInterspeech Direct link: isca-students.org/sacweb/#:~:tex…
🎊 Today, I defended my PhD in Speech Translation, with a special focus on the Simultaneous and Subtitling scenarios! Many thanks to my advisors and the committee and to everyone who was part of this 3-years journey 😊 #phd #speech #translation #simultaneous #subtitling
👩🎓Congratulations, Doctor @sarapapi! And many thanks to her committee members @DrFantinuoli @juanmiguelpino @stjaco and Carlo Strapparava @negri_teo @Turchi_Marco #nlproc #phdlife #phdtimes #PhDone
Funding (€4000) to visit my lab in Toulouse and work with me on combining STT and #pyannote speaker diarization. Please share if you want to see this happen!
10 opportunities available for short lab visits within Europe to help develop new tools to measure early life environments! - part of @COSTprogramme @enviro_dev. Most need some coding experience - but not all. More details here: forms.gle/GBxW3iCWGgrCXD…
👩🎓Congratulations, Doctor @sarapapi! And many thanks to her committee members @DrFantinuoli @juanmiguelpino @stjaco and Carlo Strapparava @negri_teo @Turchi_Marco #nlproc #phdlife #phdtimes #PhDone
For #FCBayern forward we go with same determination Not impossible to overcome #RealMadrid ...It is all football spirit!! :)
📅 Join Us for a Masakhane Meeting Presentation!📆 🎙️ Jiayi Wang and 52 collaborators will present their paper here: arxiv.org/abs/2311.09828 🗓️ Tuesday, April 16, 2024, 4 PM UTC 🔗 Zoom Link: Available to members on Slack
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