Wow that's really cool!
thanks for sharing, and thanks for donating <3

Cordially,
Ameya Nagarajan
(she/her)

<http://www.linkedin.com/in/ameyann>





On Tue, 22 Jul 2025 at 07:58, Jo Pattabiraman <[email protected]> wrote:

> We are investors in Navana, which enables transactions to be closed via
> vernacular voice. The company has been collecting voice samples since 2018
> or so, with a focus on banking transactions and the like.They collected
> various dialects and accents and colloquial phrasing.
>
> There was a fantastic article on how empowered people feel when they can
> complete transactions with ease. Isn’t this what all Indians deserve?
>
>
> https://theprint-in.cdn.ampproject.org/c/s/theprint.in/ground-reports/voice-based-banking-for-low-literate-indians/2610584/?amp
>
> IISc is also doing work on language sample collection.
>
> Having a native language LLM is fantastic. That said, a lot can be done
> just by unlocking the power of Gen AI for vernacular speakers.
>
> And rock on, Ameya and Global Voices. Will make a donation.
>
> Jo
>
> On Fri, Jul 18, 2025 at 1:57 PM Ameya Nagarajan via Silklist <
> [email protected]> wrote:
>
>> Thank so much Venky!
>>
>> Re Tamil, there was this interesting report that came out recently about 
>> content
>> moderation in Tamil
>> <https://cdt.org/insights/moderating-tamil-content-on-social-media/>,
>> from the Center for Democracy and Technology.
>>
>>
>> Cordially,
>> Ameya Nagarajan
>> (she/her)
>>
>> <http://www.linkedin.com/in/ameyann>
>>
>>
>>
>>
>>
>> On Fri, 18 Jul 2025 at 12:56, Venkatesh Hariharan via Silklist <
>> [email protected]> wrote:
>>
>>> Radhika,
>>>
>>> Viswam.AI is working on Telugu LLMS while AI for TN
>>> <https://aitamilnadu.org/> is working on Tamil LLMs. Viswam has worked
>>> with around 45,000 volunteers to collect 1.5 million voice samples to train
>>> their Automated Speech Recognition system and with colleges around
>>> Hyderabad to collate text for LLMs. They are currently in the process of
>>> training around 100,000 students in AI over a two month period. Around 20
>>> percent of the time will be spent in collecting data for AI.
>>>
>>> I recently spoke to the Tamil LLM guys and the situation is challenging
>>> but not insurmountable. Notes from my discussion below.
>>>
>>> Case Study: Tamil LLM
>>> ● 70 million speakers
>>> ● 15 trillion tokens needed to train Tamil LLM
>>> ● Available Digital Tokens: 200 billion
>>> ● Tamil Newspapers and Books: 2-3 trillion tokens
>>> ● Need govt and community help to create more tokens
>>> ● Compute is a challenge. Govt and industry help needed. Distributed
>>> computing is an alternative model being explored
>>>
>>> Venky
>>>
>>> Ameya: I shall make a contribution to Global Voices over the weekend.
>>>
>>>
>>>
>>> On Fri, Jul 18, 2025 at 2:33 AM Yeddanapudi Radhika via Silklist <
>>> [email protected]> wrote:
>>>
>>>> Hi Ameya et al! Just contributed in a small way to Global Voices. I was
>>>> wondering if you know of any indigenous-led efforts in India to use AI to
>>>> revitalize, restore, and preserve language. I read the story on the Global
>>>> Voices site about Bultoo Radio (brilliant local name!) but that effort has
>>>> the advantage of having many speakers. I'm thinking of efforts more like
>>>> what Danielle Boyer has done:
>>>>
>>>> https://www.youtube.com/watch?v=KLRLyt5Ux7I
>>>>
>>>> Cheers.
>>>> Radhika
>>>>
>>>> On Wed, Jul 16, 2025 at 9:33 PM Ameya Nagarajan via Silklist <
>>>> [email protected]> wrote:
>>>>
>>>>> Dear Silklisters (S-listers?)
>>>>>
>>>>> Some of you know me, some of you don't. I'll admit I'm really more a
>>>>> lurker here than a talker, but I am delurking to ask for help.
>>>>>
>>>>> I am the Managing Editor of Global Voices
>>>>> <http://www.globalvoices.org>, a non profit that publishes news from
>>>>> the global south in many many languages. Most of our writers and
>>>>> translators are volunteers, people who really believe in how important it
>>>>> is to get this news out into the world, to cross linguistic barriers and
>>>>> help people understand that really, most of us have the same problems, and
>>>>> actually we need to band together against digital authoritarianism
>>>>> <https://advox.globalvoices.org/special/unfreedom-monitor/> more than
>>>>> distrust regular people from one country over.
>>>>>
>>>>> GV and our partners work to defend the independence of the media
>>>>> <http://advox.globalvoices.org>, the openness of the internet, and
>>>>> the right of everyone, everywhere, to free expression. Our multilingual
>>>>> newsroom publishes in 5 languages and stories are translated into
>>>>> over 30 others <https://lingua.globalvoices.org/>. We work with
>>>>> Indigenous activists
>>>>> <https://rising.globalvoices.org/blog/2025/06/17/join-us-online-meeting-to-highlight-digital-initiatives-for-adivasi-languages-of-india/>
>>>>> to decolonize the internet and digitize their languages, and raise
>>>>> awareness of digital security. We are able to run really great projects,
>>>>> like the climate justice fellowship
>>>>> <https://globalvoices.org/special/global-voices-climate-justice-fellowship-2025/>
>>>>> that pairs Sinophone journalists and global south journalists to write
>>>>> investigative pieces about China's presence in other countries and the
>>>>> climate impacts of it.
>>>>>
>>>>> We've been around for twenty years, and in 2025 we've been very badly
>>>>> hit by Trump's funding cuts and their cascading consequences. We are a 
>>>>> very
>>>>> low-cost organization, with no office and few operating costs, and most of
>>>>> our funding goes directly into staff pay.
>>>>>
>>>>> At a time when many for-profit media organizations are struggling,
>>>>> Global Voices’ production and readership have been going up -- but since 
>>>>> we
>>>>> are committed to never paywalling and not showing ads, that doesn’t
>>>>> translate into covering our running costs.
>>>>>
>>>>> The four years I have worked at Global Voices have transformed me, my
>>>>> understanding of the world, and my faith in humanity. Yes, working in the
>>>>> news in the past four years I have managed to have my faith in humanity
>>>>> restored. That is the power of Global Voices. I can find another job, but 
>>>>> I
>>>>> don't know if we can ever build another Global Voices. Our mission is now
>>>>> more urgent than ever. Please help us keep going! Donate if you can
>>>>> <https://globalvoices.org/donate/>, and share in your networks.
>>>>>
>>>>> I apologize if this was not a good forum for this plea, but we're
>>>>> desperate! Here are some recent stories that give you a sense of what we
>>>>> do, pulled from the newsletter:
>>>>>
>>>>> Truth-to-power stories, like this one about an Australian journalist
>>>>>> punished for her post on Gaza
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=c2f49b4088&e=ff64988260>
>>>>>> or this one about Turkey's political oppression
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=643f270485&e=ff64988260>,
>>>>>> remind me how much courage there is among journalists and activists. 
>>>>>> Other
>>>>>> stories remind me about the complexity of the world beyond the headlines
>>>>>> that are screamed over and over in my feed, like this one about 
>>>>>> Uzbekistan's
>>>>>> football team
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=643f270485&e=ff64988260>,
>>>>>> or this one about the de-colonialization of the official language in
>>>>>> Niger
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=55d6b513e3&e=ff64988260>.
>>>>>> And then there are the articles that remind me of the joy in the world,
>>>>>> like this one about International Reggae Day
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=3dafc036e2&e=ff64988260>,
>>>>>> this one about using K'iche’ Maya glyphs to reconnect art and
>>>>>> language
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=86ae3f66e8&e=ff64988260>,
>>>>>> or the new special coverage about migration and belonging
>>>>>> <https://globalvoices.us2.list-manage.com/track/click?u=9307106bf78cc186e924ad999&id=a5bd592612&e=ff64988260>
>>>>>> .
>>>>>
>>>>>
>>>>>
>>>>> Cordially,
>>>>> Ameya Nagarajan
>>>>> (she/her)
>>>>>
>>>>> <http://www.linkedin.com/in/ameyann>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Silklist mailing list
>>>>> [email protected]
>>>>> https://mailman.panix.com/listinfo.cgi/silklist
>>>>>
>>>>
>>>>
>>>> --
>>>> *Translator/Owner*
>>>> *AzulIndica Translations*
>>>> *North Vancouver BC, Canada*
>>>>
>>>>
>>>>
>>>>
>>>>
>>>> --
>>>> Silklist mailing list
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>>>> https://mailman.panix.com/listinfo.cgi/silklist
>>>>
>>> --
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>>>
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>
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