| AksharaLP by Sourojit Dhua — https://huggingface.co/sourojitdotcom/AksharaLP-1M |
| Copyright 2026 Sourojit Dhua |
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| AksharaLP-1M (model weights, word lists and JavaScript/Python runtime) is licensed under the |
| Apache License, Version 2.0 (see LICENSE). Commercial use is permitted. |
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| ATTRIBUTION |
| Under Section 4(d) of the Apache License, any redistribution of this work or of a Derivative Work |
| (for example: shipping these files in an app, a web page, a browser extension or an SDK, or |
| releasing a fine-tuned, quantized or converted model based on it) must include a readable copy of |
| this NOTICE file. Please use the following attribution text: |
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| Transliteration by AksharaLP (Sourojit Dhua) — https://huggingface.co/sourojitdotcom/AksharaLP-1M |
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| Recommended in-app credit (e.g. in an About, Settings or Licenses screen): |
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| Hindi typing powered by AksharaLP by Sourojit Dhua |
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| The model files in this repository were built with the help of the following |
| third-party resources. No third-party data is redistributed in this repository |
| other than as learned model parameters and derived word lists. |
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| Aksharantar — AI4Bharat |
| https://huggingface.co/datasets/ai4bharat/Aksharantar |
| License: CC0 (mined data and existing sources) / CC-BY (manually collected data) |
| Used for: romanized <-> Devanagari word pairs for training. |
| Note from the dataset card: "We do not own any of the text from which this data has been extracted." |
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| IndicXlit — AI4Bharat |
| https://github.com/AI4Bharat/IndicXlit |
| License: MIT. Copyright (c) 2022 AI4Bhārat |
| Used for: teacher model for knowledge distillation. |
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| IndicCorp v2 — AI4Bharat |
| https://github.com/AI4Bharat/IndicBERT/tree/main |
| License: CC0 |
| Used for: Hindi lexicon and word-bigram language model (lex.bin, lm.bin). |
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| CMUdict — Carnegie Mellon University |
| https://github.com/cmusphinx/cmudict |
| License: BSD-2-Clause-style. The full notice is reproduced below. |
| Used for: English word cues. |
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| CMUdict license notice: |
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| Copyright (C) 1993-2015 Carnegie Mellon University. All rights reserved. |
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| Redistribution and use in source and binary forms, with or without |
| modification, are permitted provided that the following conditions |
| are met: |
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| 1. Redistributions of source code must retain the above copyright |
| notice, this list of conditions and the following disclaimer. |
| The contents of this file are deemed to be source code. |
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| 2. Redistributions in binary form must reproduce the above copyright |
| notice, this list of conditions and the following disclaimer in |
| the documentation and/or other materials provided with the |
| distribution. |
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| This work was supported in part by funding from the Defense Advanced |
| Research Projects Agency, the Office of Naval Research and the National |
| Science Foundation of the United States of America, and by member |
| companies of the Carnegie Mellon Sphinx Speech Consortium. We acknowledge |
| the contributions of many volunteers to the expansion and improvement of |
| this dictionary. |
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| THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND |
| ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, |
| THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR |
| PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY |
| NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, |
| SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
| LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, |
| DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
| THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
| (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
| OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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