Very interesting your approach  William and a remarkable work as John referred. 
Kind regards, Sandra






Sandra Ataíde Lobo



________________________________
De: [email protected] <[email protected]> em 
nome de William Robert Da Silva <[email protected]>
Enviado: 15 de abril de 2026 05:49
Para: [email protected] <[email protected]>
Cc: Karunakar Guntupalli <[email protected]>
Assunto: Re: [GRN] Konkani

Thank you. I am busy with Konkanni Bhaxechi Bandavoll and Konkanni Utramdaiz, 
taking all forms of Konkanni, without calling any one form a dialect or 
pottbhas or boli, into a dynamic system of soroll, that is a common form of 
Konkanni speech. Once this is available, we could easily come close to a 
common, not standard or normative, form. Any common form should be dynamic 
because languages constantly borrow vocabulary and arrange it into speech, 
tongue or language (= lingua Latin). This dynamic could come into any 
Konkanverter or Google programme of Konkanni.
W R Da Silva

On Wed, Apr 15, 2026 at 7:27 AM John de Figueiredo 
<[email protected]<mailto:[email protected]>> wrote:
William,
It is remarkable what you have accomplished.
To your question, “is it worthwhile?” I will quote the famous Portuguese poet 
Fernando Pessoa:
“Tudo vale a pena
  Quando a alma não é pequena”
(Everything is worthwhile
 When the soul is not small)
Just keep going.
John M. de Figueiredo
Sent from my iPhone

On Apr 14, 2026, at 9:25 PM, William Robert Da Silva 
<[email protected]<mailto:[email protected]>> wrote:


It is my opinion that attempting an AI or any other online common model for 
writing Konkani first needs an understanding of Konkanni in at least four 
different scripts, not beginning in English. For example, the ergative of 
Konkanni, although used by all, a majority of speakers and writers are ignorant 
of its presence and shape. The transitive, intransitive and causative in 
Konkanni is not done properly. vochonk is written as vochunk, roddonk as 
roddunk. It is a zaunv form, it is not kor or koroi form, and its equivalent in 
English is: intransitive. But ti bori zali, zavunk. to boro zalo, tem borem 
zavunk. To uttlo, uttonk, not uttunk. Intr. in English but za in Konkanni. kor, 
korunk. koroi, koronvk. These forms in Romi are not uniformly used by all. 
There is immense variation, even in FN.
I propose, first agree on a soroll form or common form of Konkanni. Don't go 
for bamonn (with Marathi-speaking and writing past elders) form of Konkanni. It 
is recent, most recent. But they do have a base Konkanni if they care for it: 
Chan'neache rati, maddache savllent etc. Goinchea mhojea... etc. Monglluranchea 
xarant ek cheddum dekilam, kazar mhojelaguim zata mhonnon tannem sangilam etc.
There is a lot to explain, which I have worked out over thirty years of field 
research, but I did not come to put it down. The MSS were stolen at Alvas, 
Mudubidri and the Lexicon work of 1988-1991 was suppressed by the promoters. St 
Aloysius College. And its re-starting was suppressed again by SAC dtb U. There 
is a lot to report. Is it worth while? WRDS

On Wed, Apr 15, 2026 at 1:31 AM John de Figueiredo 
<[email protected]<mailto:[email protected]>> wrote:
Thank you, Frederick, for this helpful information
John M. de Figueiredo
Sent from my iPhone

On Apr 14, 2026, at 12:43 PM, Frederick Noronha 
<[email protected]<mailto:[email protected]>> wrote:


Prof John and all,

Google Translate handles Konkani only moderately well. Its performance varies 
widely depending on the dialect, script (Devanagari, Roman, Kannada, Malayalam, 
Perso-Arabic), and sentence complexity. It manages simple phrases and everyday 
communication. But it struggles with  literary or technical texts. Especially 
those involving regional idioms or culturally specific expressions. It often 
produces awkward or inaccurate results. This could be because of its relatively 
limited digital corpus for Konkani compared to major languages. It’s a helpful 
starting tool, but not fully reliable for precise or complex translation. At 
the moment, it is focussed on Nagari (Devanagari) Konkani, though Romi 
abilities were also promised in the past. See Meet the Goan American who 
Mangified Google Translate in Konkani | Prudent Media Goa  
https://www.youtube.com/watch?v=J9Mh0VcPD20

<1.png>


Google Translate does not primarily “translate into Romi Konkani” as a fully 
separate linguistic output; rather, what you often see at the bottom (Roman 
script after Devanagari output) is usually generated through what they're 
calling a transliteration layer. In simple terms, the system first produces the 
Konkani meaning in Devanagari, and then applies a rule-based + statistical 
mapping that converts those sounds into Latin letters based on likely phonetic 
equivalents (for example, “क” → “ka”, “च” → “cha”). This Roman output is 
therefore closer to a phonetic rendering of the Devanagari text than a true 
native Romi Konkani orthography, which has its own historical spelling 
conventions and  variations. Because of this, the Romi line can look 
inconsistent or “non-standard,” especially with vowels, aspirated consonants, 
and regional pronunciation differences.

This might make sense to those who are in the tech domain: AI translation for 
Konkani—especially across multiple scripts (Devanagari, Roman/Romi, Kannada)—is 
not a single “one-click” system working perfectly end-to-end. Instead, most 
systems combine three components: (1) neural machine translation (NMT) to 
convert meaning from source to target language, (2) script normalization, and 
(3) transliteration layers that map sounds into different writing systems.

Techies keep calling Konkani a "low-resource (limited training data)" data. I 
suspect much of the text produced over decades and even centuries have not been 
scanned; and if they have been scanned in government/taxpayer-funded projects, 
these have not been adequately shared or utilised. Many digitisation projects 
have been announced in Goa since even the 1980s and 1990s, but what's the 
outcome of this is not exactly clear. Systems like Google Translate often rely 
on broader Indian-language models and then approximate output, especially for 
Roman script, which is usually generated via phonetic transliteration rather 
than a native Konkani orthographic model.

Current research-grade systems like AI4Bharat’s IndicTrans2 (used in academic 
and open-source Indic NLP work) are believed to outperform commercial tools for 
many Indian languages, including Konkani. These have trained specifically on 
multilingual Indic corpora and supposedly handle script mapping more 
consistently. They might lack user interfaces that the commercial tools have. 
Microsoft Translator and Google’s system are blaming the limited training data 
and uneven coverage across scripts for their lack of accuracy.

Another interesting tool is Konkanverter.com. It works quite well for basic 
Romi transliteration, especially when converting from Devanagari or Kannada 
into Roman script in a consistent, rule-based way. Its strength is that it 
follows a standardised orthography model, so outputs are fairly predictable and 
useful for learners or documentation. It is however still a rule-based 
transliteration engine, not a dialect-aware AI system.  So it does not truly 
“understand” spoken variation or regional pronunciation differences.

Konkanverter.com sometimes struggles with dialectal variation and ambiguity in 
Goan sub-dialects (Bardez, Saxtti, Antruz) and Catholic vs Hindu usage 
differences. Many Konkani words change pronunciation and vowel quality across 
regions, but Konkanverter generally maps one standard form rather than adapting 
to those shifts. It has been called a clean script converter, not a 
dialect-sensitive transliteration AI. It performs well for formal text but only 
moderately for capturing real-world spoken variation. I find it rendering Romi 
script better than others.

Please note: I am not a technical person, but have used both Google Translate 
and Konkanverter.com a fair bit for my own purposes. Those who are into this 
subject could correct the above.....

FN

_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/
_/  Frederick Noronha  फ्रेडरिक नोरोन्या  * فريدريك نورونيا‎
_/  AUDIO https://archive.org/details/@fredericknoronha
_/  http://goa1556.in<http://goa1556.in/> +91-9822122436 784 Saligao Goa
_/ Goanet :: 30 years of discussions. 
[email protected]<mailto:[email protected]>
_/ http://lists.goanet.org/pipermail/goanet-goanet.org/
_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/_/


On Mon, 13 Apr 2026 at 09:08, John de Figueiredo 
<[email protected]<mailto:[email protected]>> wrote:
Konkani is now one of the languages in Google Translate. Congratulations to 
those who made this possible. Looks like it is available in Devanagari only. I 
tested a few words and they were fine. With AI it should be easy to include 
other scripts.
John M. de Figueiredo
Sent from my iPhone

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:goa-research-net%[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/E11C911D-637A-4358-B3C8-67B9A591A33F%40sbcglobal.net.

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/CA%2Bmqab_8%2BbxxFcai6NNwMNUi75q7fhaYaBh5sv8O9vqzkrT8sw%40mail.gmail.com<https://groups.google.com/d/msgid/goa-research-net/CA%2Bmqab_8%2BbxxFcai6NNwMNUi75q7fhaYaBh5sv8O9vqzkrT8sw%40mail.gmail.com?utm_medium=email&utm_source=footer>.

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/6BFD9DB8-0B2B-4BBE-A3C6-7FD41F832101%40sbcglobal.net<https://groups.google.com/d/msgid/goa-research-net/6BFD9DB8-0B2B-4BBE-A3C6-7FD41F832101%40sbcglobal.net?utm_medium=email&utm_source=footer>.

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/CA%2BvNr4LawEMb95GLNcJGNTX6XAFm_%2ByKw4j_FsmtDzjuOt%3DP7Q%40mail.gmail.com<https://groups.google.com/d/msgid/goa-research-net/CA%2BvNr4LawEMb95GLNcJGNTX6XAFm_%2ByKw4j_FsmtDzjuOt%3DP7Q%40mail.gmail.com?utm_medium=email&utm_source=footer>.

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/E5CB2E91-EE16-4A44-A48D-858A3B786174%40sbcglobal.net<https://groups.google.com/d/msgid/goa-research-net/E5CB2E91-EE16-4A44-A48D-858A3B786174%40sbcglobal.net?utm_medium=email&utm_source=footer>.

--
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to 
[email protected]<mailto:[email protected]>.
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/CA%2BvNr4Kx1eg5HEHnKanaR29P1PyzNhkvJixwaNWj%3DPKMN%3DG9Hg%40mail.gmail.com<https://groups.google.com/d/msgid/goa-research-net/CA%2BvNr4Kx1eg5HEHnKanaR29P1PyzNhkvJixwaNWj%3DPKMN%3DG9Hg%40mail.gmail.com?utm_medium=email&utm_source=footer>.

-- 
You received this message because you are subscribed to the Google Groups 
"Goa-Research-Net" group.
To unsubscribe from this group and stop receiving emails from it, send an email 
to [email protected].
To view this discussion, visit 
https://groups.google.com/d/msgid/goa-research-net/DB8PR10MB3766A46F6DEFB82D317DE0D4A5222%40DB8PR10MB3766.EURPRD10.PROD.OUTLOOK.COM.

Reply via email to