# English to Twi

Author: Salomey OSEI

## Data

	- The JW300 English- Twi.

## Model

	- Default Masakhane Transformer translation model.
	- Link to google drive folder with model(https://drive.google.com/drive/folders/1wqex3rtF5J6Fjf9N26_L0LzP6VGN9Fbm?usp=sharing)

## Analysis

Example 1
```sh
	Source: Such cases made ancient oracles notorious for being vague and enigmatic
 	Reference: Nsɛm a ɛtete saa maa tete abosonkɔm gyee dimmɔne sɛ ɛyɛ nea emu nna hɔ .
 	Hypothesis: Nsɛm a ɛtete saa no maa tete anyinam ahoɔden a na ɛyɛ hu sɛ na ɛyɛ anika na ɛyɛ anika .
```

Example 2
```sh
	Source: If so , you would be worthy of death .
 	Reference: Oo , hwɛ anigye a ɔsomafo Yohane nyae sɛ onyaa nnipakuw kɛse no ho anisoadehu a ɛkanyan anigye yi !
 	Hypothesis:  Oo , hwɛ sɛnea ɔsomafo Yohane ani gyei bere a ohuu nnipakuw kɛse no anisoadehu a ɛyɛ nwonwa yi !
```

Example 3
```sh
	Source:  Jesus was in emotional agony and in need of support , but Peter and the others fell asleep repeatedly .
 	Reference:  Ná Yesu ho yeraw no , na na ohia mmoa , nanso Petro ne asuafo afoforo a na wɔka ne ho no dae mpɛn pii .
 	Hypothesis:Ná Yesu wɔ nkate fam yaw , na na ohia mmoa , nanso Petro ne afoforo no daa .
```

Example 4
```sh
	Source: Oh , what a thrill the apostle John experienced in seeing this stirring vision of the great crowd !
 	Reference: Oo , hwɛ anigye a ɔsomafo Yohane nyae sɛ onyaa nnipakuw kɛse no ho anisoadehu a ɛkanyan anigye yi !
 	Hypothesis: Oo , hwɛ sɛnea ɔsomafo Yohane ani gyei bere a ohuu nnipakuw kɛse no anisoadehu a ɛyɛ nwonwa yi !
```

# Results
	- BLEU dev :  29.72
	- BLEU test : 34.57