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prathosh A P

@prathoshap • 26,070 subscribers

Prof, EECS, IISc, IITD, Co-founder LatentforceAI | https://t.co/6xoL0JR37m All posts are personal.

Shorts

On this auspicious day of Hayagreeva Jayanti, I am open-sourcing the data and models for Samskrutam-Chant Speech-to-Text (ASR), named सुश्रोता. ~ 18 h of utterance-level annotated Shastric text, 1,500 contributors. Powers वाग्बोधिनी. Links in the first reply.

On this auspicious day of Hayagreeva Jayanti, I am open-sourcing the data and models for Samskrutam-Chant Speech-to-Text (ASR), named सुश्रोता. ~ 18 h of utterance-level annotated Shastric text, 1,500 contributors. Powers वाग्बोधिनी. Links in the first reply.

34,073 Aufrufe

Want to learn to chant a difficult Sanskrit shloka - Use Vagbodhini. Type and shloka, it breaks it down to parts, teaches how to pronounce and gives you feedback on your chant. Works with multiple Indian Scripts. Try it out - Link in the first reply.

Want to learn to chant a difficult Sanskrit shloka - Use Vagbodhini. Type and shloka, it breaks it down to parts, teaches how to pronounce and gives you feedback on your chant. Works with multiple Indian Scripts. Try it out - Link in the first reply.

27,133 Aufrufe

My lab server where Vagdhenu is running. It's literally burning due to unprecedented traffic!

My lab server where Vagdhenu is running. It's literally burning due to unprecedented traffic!

17,708 Aufrufe

Videos

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Can you imagine a 2-hour conversation between a VC and an AI researcher on AI and LLMs entirely in Sanskrit? We just recorded one. Could this be the world's first technical podcast in Sanskrit? Can't wait to share it. Here is a raw glimpse

Can you imagine a 2-hour conversation between a VC and an AI researcher on AI and LLMs entirely in Sanskrit? We just recorded one. Could this be the world's first technical podcast in Sanskrit? Can't wait to share it. Here is a raw glimpse

476,100 Aufrufe • vor 1 Tag

People either overestimate the Śāstras as modern physics or dismiss them as dogma. Here is my balanced take on how to navigate them via a rigorous dependency graph of formal grammar, epistemology, logic & peer-reviewed debate, being a student for more than 2 decades.

People either overestimate the Śāstras as modern physics or dismiss them as dogma. Here is my balanced take on how to navigate them via a rigorous dependency graph of formal grammar, epistemology, logic & peer-reviewed debate, being a student for more than 2 decades.

145,347 Aufrufe • vor 8 Tagen

What is the purpose of higher education in the age of AI? I had a very candid conversation with my students about pedagogy, universities, and what needs to change. Sharing it here to hear what others think. The link for the full talk is in the first reply.

What is the purpose of higher education in the age of AI? I had a very candid conversation with my students about pedagogy, universities, and what needs to change. Sharing it here to hear what others think. The link for the full talk is in the first reply.

709,637 Aufrufe • vor 1 Monat

A 15-year-old dream has come true today. I started a PhD with the dream of creating a system that chants any Sanskrit shloka perfectly. And here I am opening sourcing 𝐕𝐚𝐠𝐝𝐡𝐞𝐧𝐮 - 𝐀 𝐯ṛ𝐭𝐭𝐚 (𝐦𝐞𝐭𝐞𝐫) 𝐚𝐰𝐚𝐫𝐞 ś𝐥𝐨𝐤𝐚-𝐭𝐨-𝐜𝐡𝐚𝐧𝐭 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐬𝐩𝐞𝐞𝐜𝐡 (TTS) 𝐬𝐲𝐬𝐭𝐞𝐦 𝐟𝐨𝐫 𝐒𝐚𝐧𝐬𝐤𝐫𝐢𝐭. This is the world's first vrutta-aware, open-source TTS for Sanskrit Chanting.

A 15-year-old dream has come true today. I started a PhD with the dream of creating a system that chants any Sanskrit shloka perfectly. And here I am opening sourcing 𝐕𝐚𝐠𝐝𝐡𝐞𝐧𝐮 - 𝐀 𝐯ṛ𝐭𝐭𝐚 (𝐦𝐞𝐭𝐞𝐫) 𝐚𝐰𝐚𝐫𝐞 ś𝐥𝐨𝐤𝐚-𝐭𝐨-𝐜𝐡𝐚𝐧𝐭 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐬𝐩𝐞𝐞𝐜𝐡 (TTS) 𝐬𝐲𝐬𝐭𝐞𝐦 𝐟𝐨𝐫 𝐒𝐚𝐧𝐬𝐤𝐫𝐢𝐭. This is the world's first vrutta-aware, open-source TTS for Sanskrit Chanting.

459,916 Aufrufe • vor 3 Monaten

After absorbing the storm from Lec 16, I’m back in my comfort zone: chalk-n-talk. 😄 This time, I discussed Flow Matching models, the current SoTA for image/video generation. As usual, I built everything from first principles, equation by equation. This is the first time I’m putting my Flow Models lecture online. Have a look.

After absorbing the storm from Lec 16, I’m back in my comfort zone: chalk-n-talk. 😄 This time, I discussed Flow Matching models, the current SoTA for image/video generation. As usual, I built everything from first principles, equation by equation. This is the first time I’m putting my Flow Models lecture online. Have a look.

80,788 Aufrufe • vor 1 Monat

I spoke about the purpose/restructuring education in the time of AI. This was a year ago, to a room full of teachers. This was in Kannada (my mother tongue). Maybe of interest to my Kannada friends here.

I spoke about the purpose/restructuring education in the time of AI. This was a year ago, to a room full of teachers. This was in Kannada (my mother tongue). Maybe of interest to my Kannada friends here.

52,002 Aufrufe • vor 22 Tagen

Another great use of my open-source TTS. My good friend Karthik Raman has collated the rendering of entire BhagavadGita chapter-wise with scripts. May be of interest to a few. Link for the playlist in the first reply.

Another great use of my open-source TTS. My good friend Karthik Raman has collated the rendering of entire BhagavadGita chapter-wise with scripts. May be of interest to a few. Link for the playlist in the first reply.

36,219 Aufrufe • vor 19 Tagen

The video above was the Pūrvapakṣa - the questions. Here is the Siddhānta - my answers. Does the world change? Absolutely. Do we adapt? 100%. And ultimately, intelligence is not what makes us human. Our ability to care for others and solve for others does. Prathosh.

The video above was the Pūrvapakṣa - the questions. Here is the Siddhānta - my answers. Does the world change? Absolutely. Do we adapt? 100%. And ultimately, intelligence is not what makes us human. Our ability to care for others and solve for others does. Prathosh.

58,954 Aufrufe • vor 1 Monat

What I presented in my class was the Pūrvapakṣa - the doomer questions. Here's my Siddhānta - an optimist's answers. Does the world change? Absolutely yes. Do we adapt? 100%. Intelligence does not make us human. It is our ability to care and solve for others.

What I presented in my class was the Pūrvapakṣa - the doomer questions. Here's my Siddhānta - an optimist's answers. Does the world change? Absolutely yes. Do we adapt? 100%. Intelligence does not make us human. It is our ability to care and solve for others.

50,703 Aufrufe • vor 1 Monat

A fun conversation in Hindi, ranging from Lec. 16 to the latest advances in AI. My Hindi is still a work in progress; the gender of verbs continues to defeat me 😂 Have a look:

A fun conversation in Hindi, ranging from Lec. 16 to the latest advances in AI. My Hindi is still a work in progress; the gender of verbs continues to defeat me 😂 Have a look:

28,886 Aufrufe • vor 20 Tagen

My classes from the ongoing course of "Math of GenAI" at IISc are online. If one is interested in knowing the rigorous math behind the models that have revolutionised the world, this is the place. New lectures every week. The link to the playlist is in the first reply.

My classes from the ongoing course of "Math of GenAI" at IISc are online. If one is interested in knowing the rigorous math behind the models that have revolutionised the world, this is the place. New lectures every week. The link to the playlist is in the first reply.

75,844 Aufrufe • vor 2 Monaten

I taught a course on the mathematical nitty-gritty of GenAI, equation by equation (written). This covers all the SoTA algorithms, from VAEs to DDPMs to LLMs and state-space models (SSMs), in detail. The link for the entire playlist is in the next message.

I taught a course on the mathematical nitty-gritty of GenAI, equation by equation (written). This covers all the SoTA algorithms, from VAEs to DDPMs to LLMs and state-space models (SSMs), in detail. The link for the entire playlist is in the next message.

98,508 Aufrufe • vor 3 Monaten

Saturday afternoon experiment: I asked Opus 5.5 to teach Jensen’s inequality in my style. These models are getting ridiculously powerful. "Lecture 16" would have been very different had I known about the model. Single prompt with a small snippet of my actual video.

Saturday afternoon experiment: I asked Opus 5.5 to teach Jensen’s inequality in my style. These models are getting ridiculously powerful. "Lecture 16" would have been very different had I known about the model. Single prompt with a small snippet of my actual video.

23,066 Aufrufe • vor 23 Tagen

Dream 2, realised - Introducing Vāgbodhini (वाग्बोधिनी)- a personalized tutor for Sanskrit. 1. Input any text (any script) and hear a flawless, metrically precise chant. 2. Chant it back and get instant, syllable-by-syllable phonetic feedback. 🧵 Link in the First Reply.

Dream 2, realised - Introducing Vāgbodhini (वाग्बोधिनी)- a personalized tutor for Sanskrit. 1. Input any text (any script) and hear a flawless, metrically precise chant. 2. Chant it back and get instant, syllable-by-syllable phonetic feedback. 🧵 Link in the First Reply.

53,261 Aufrufe • vor 3 Monaten

Another Dream Realised. Every word of Śrī Madhvācārya. Now searchable. Now speakable. I offer Sarvamūla-VāNi as a service to the community. 37 Sarvamūla granthas, 8 scripts, complete text + audio, topic-based search, pramāṇa index, anukramaṇikā. Link in the first reply.

Another Dream Realised. Every word of Śrī Madhvācārya. Now searchable. Now speakable. I offer Sarvamūla-VāNi as a service to the community. 37 Sarvamūla granthas, 8 scripts, complete text + audio, topic-based search, pramāṇa index, anukramaṇikā. Link in the first reply.

35,882 Aufrufe • vor 2 Monaten

Karthik Raman is doing amazing work - he has generated the chants for 200+ beautiful stotras from various sources (using Vagdhenu) and put it out with lyrics - It's a treat to listen. Find it here -

Karthik Raman is doing amazing work - he has generated the chants for 200+ beautiful stotras from various sources (using Vagdhenu) and put it out with lyrics - It's a treat to listen. Find it here -

10,841 Aufrufe • vor 16 Tagen

With the Blessing of Sri Krishna, I am launching Bhāgavata-VāNi (Link next post) The complete Śrīmad Bhāgavatam (all 12 skandhas) with synced audio recitation and karaoke-style highlighting. - 10 scripts with topic descriptions - ad-free - stotra list, - advanced searches

With the Blessing of Sri Krishna, I am launching Bhāgavata-VāNi (Link next post) The complete Śrīmad Bhāgavatam (all 12 skandhas) with synced audio recitation and karaoke-style highlighting. - 10 scripts with topic descriptions - ad-free - stotra list, - advanced searches

50,066 Aufrufe • vor 3 Monaten

At this auspicious hour of Krishna-pradurbhava, I present BhagavataVaNi. A comprehensive app for Srimad Bhagavatam. 10 Indian Scripts, searchable, indexed, with Voice over and Karaoke. Your handheld companion for Bhagavatam. Krishnarpanamastu. Link in the first reply.

At this auspicious hour of Krishna-pradurbhava, I present BhagavataVaNi. A comprehensive app for Srimad Bhagavatam. 10 Indian Scripts, searchable, indexed, with Voice over and Karaoke. Your handheld companion for Bhagavatam. Krishnarpanamastu. Link in the first reply.

19,987 Aufrufe • vor 1 Monat

Namaskaras. By the grace of our Gurus, the complete script-assisted (lipi-sahita) recitation edition of the Srimad Bhagavata is now available. Playlist in the first reply. We offer this humble effort at the feet of Hari, Vayu, and Guru, with the prayer that it may be useful to Vaishnavas everywhere. Acknowledgement: Poorna Prajna Samshodhana Mandira, Bengaluru.

Namaskaras. By the grace of our Gurus, the complete script-assisted (lipi-sahita) recitation edition of the Srimad Bhagavata is now available. Playlist in the first reply. We offer this humble effort at the feet of Hari, Vayu, and Guru, with the prayer that it may be useful to Vaishnavas everywhere. Acknowledgement: Poorna Prajna Samshodhana Mandira, Bengaluru.

27,611 Aufrufe • vor 3 Monaten

A couple of months ago, DD News (yes, the sarkari one) reached out for my thoughts on AI. Didn’t expect this to turn into a genuinely world-class documentary. Link in first reply, worth your time. DD News DD India

A couple of months ago, DD News (yes, the sarkari one) reached out for my thoughts on AI. Didn’t expect this to turn into a genuinely world-class documentary. Link in first reply, worth your time. DD News DD India

28,837 Aufrufe • vor 5 Monaten