The AKARA (អក្ខារា) project aims to give developers the power to easily add multi-language word suggestions support to their applications. AKARA Android brings this goal to life for Android developers.
- Khmer
- English
allprojects {
repositories {
...
maven { url 'https://jitpack.io' }
}
}dependencies {
implementation 'com.github.Socret360:akara-android:Tag'
}class MainActivity : AppCompatActivity() {
lateinit var akara: Akara
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
setContentView(R.layout.activity_main)
akara = Akara(this)
val sentence = "ឯងនេះមួយយប់ៗដេកខ្វល់រឿងអនាគតមិនដឹងធ្វើអីចិញ្ចឹមខ្លួនមួយនេះរស់"
akara.suggest(input, object: OnSuggestionListener {
override fun onCompleted(
suggestionType: SuggestionType?,
suggestions: List<String>,
sequences: List<Sequence>,
words: List<String>
) {
Log.d(TAG, "input: $input")
Log.d(TAG, "sequences: $sequences")
Log.d(TAG, "words: $words")
Log.d(TAG, "suggestions: ${suggestions.take(3)}")
Log.d(TAG, "suggestion_type: $suggestionType")
Log.d(TAG, "======")
}
override fun onError() {
Log.d(TAG, "$input: Cannot provide suggestions")
}
})
}
}- Using simple space splitting and MLKit Language Identification to determine sequence language.
- Khmer: Deep Learning (LSTM) based on Joint Khmer Word Segmentation and Part-of-Speech Tagging Using Deep Learning from https://github.com/Socret360/joint-khmer-word-segmentation-and-pos-tagging.
- English: Simple space spliting.
- Khmer: Prefix Tree (a.k.a Trie) with dictionaries from https://github.com/sbbic/khmerlbdict.
- English: Prefix Tree (a.k.a Trie) with dictionary from https://github.com/dwyl/english-words.
- Khmer: BK Tree with dictionaries from https://github.com/sbbic/khmerlbdict.
- English: BK Tree with dictionaries from https://github.com/derekchuank/high-frequency-vocabulary.
- Khmer: Deep Learning (LSTM) trained by @ssokhavirith.
- English: N/A
Code contributions are welcome for this project and other AKARA related projects.
| Project | Status | URL |
|---|---|---|
| akara-android | Active | https://github.com/Socret360/akara-android |
| akara-ios | Active | https://github.com/Socret360/akara-ios |
| akara-python | Active | https://github.com/Socret360/akara-python |
| akara-web | TBC | |
| akara-flutter | TBC |
- Next Word Suggestion for English
- Personalize Suggestions based on NGram
- Support for Other Languages. (Planing for Thai and Chinese)
The MIT License (MIT)
Copyright (c) 2015 SIL NRSI
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.