
Kaushal Bhogale
@kaushal_py
Optimize for Happyness; in all directions. Ph.D Student @ IIT-M, AI Resident @ AI4Bharat, MTech @ IISc
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Honoured to engage with Shri @narendramodi to make content available across languages. @NaMoInOdia @NaMoInBengali @NaMoInTelugu @NaMoInTamil @NaMoInMalayalam @Namoinkannada @NaMoInMarathi @NaMoInPunjabi @SarvamAI
ଓଡ଼ିଆରେ ଦେଖନ୍ତୁ @lexfridman ଙ୍କ ସହ ମୋର ବାର୍ତ୍ତାଳାପ,ଯେଉଁଥିରେ ବିଭିନ୍ନ ବିଷୟ ଉପରେ ଆଲୋଚନା ହୋଇଛି । (ଏହି ଏଆଇ ଜନିତ ଭିଡିଓକୁ @SarvamAI ଦ୍ୱାରା ପ୍ରସ୍ତୁତ କରାଯାଇଛି)
📣 📣 📣 New instruction-tuned LLM! 📣 📣 📣 Today, we announce an initial release of "Airavata", an instruction-tuned LLM for Hindi. Blog: ai4bharat.github.io/airavata/ Model: huggingface.co/ai4bharat/Aira… Datasets: huggingface.co/datasets/ai4bh… (1/N)

Beware of ideas that, as a consequence of believing in them, make you feel superior to other people
How to multitask? Feeling overwhelmed with multiple tasks on your to-do list? 😩 How do we effectively manage and juggle between tasks? 🤹 🤹♂️ 🤹♀️ Some tips below.👇

“All art is but dirtying the paper delicately.” ― John Ruskin, The Elements of Drawing
Adjusting your paper within the word limit
We are glad to announce the new version of ESPnet (v202209). There are several interesting changes, including a new task in SLU, several new models, various recipes, etc. Many thanks to our contributors 🔥🔥🔥 More details in github.com/espnet/espnet/…
github.com
Release ESPnet version 202209 · espnet/espnet
What's Changed Add dynamic mixing in the speech separation task. by @LiChenda in #4387 Added test script and usage for calculate_rtf.py script to ESPnet2 tutorial page by @espnetUser in #4560...
We’re pleased to introduce Make-A-Video, our latest in #GenerativeAI research! With just a few words, this state-of-the-art AI system generates high-quality videos from text prompts. Have an idea you want to see? Reply w/ your prompt using #MetaAI and we’ll share more results.
Poster session at @ai4bharat launch! 😋
Our students going over posters for ASR, NLU, NLG, Translation, Transliteration @sumanthd17 @kaushal_py @tahirjmakhdoomi @gowtham_ramesh1


Feels so fortunate to be a part of the excellent @ai4bharat team and led by an amazing set of mentors.
The team behind AI4Bharat and many more who are joining us online. Thanks for making the event successful @MiteshKhapra @anoopk @pratykumar @vivek_raghavan @GokulNC @sumanthd17 @tahirjmakhdoomi @kaushal_py @gowtham_ramesh1 @abhigyan_r @pranjalchitale @b_aravinth @AnanyaSaiB

Excited to be a part of this! We have a bunch of workshops on Speech, Translation and NL Understanding. Come join us on the 28th of July.
We are pleased to announce the launch of the Nilekani Center at AI4Bharat, IIT Madras on 28th July. The Center's mission is to innovate on open-source Indian language technology with the intention to create societal impact.

My Machine Learning projects these days
"My PhD was planned like this from the beginning"
In heaven arXiv file downloads are automatically named by paper titles.
'I am happy because I want nothing from anyone. I do not care for money. Titles or distinctions mean nothing. I do not crave praise. The only thing that gives me pleasure, apart from my work, my violin and my sailboat, is the appreciation of my fellow worker' -Albert Einstein


Requirements like "at least 1 or 2 papers for a PhD" or "10 papers for a promotion" are the root of all evil.
Someone pointed me to Sagemaker StudioLab from @awscloud . It looks great, an alternative to Google Colab. Free, CPU and GPU tiers: studiolab.sagemaker.aws
I wish research papers have a section in the appendix that is titled - "What did not work". Although the main paper should outline "what works", it's worth writing about the series of failed experiments.
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