JamboGPT Bot commited on
Commit Β·
cba2f6d
1
Parent(s): 47e0d62
Add comprehensive language documentation
Browse files- LANGUAGES.md +255 -0
LANGUAGES.md
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| 1 |
+
# π JamboGPT - Supported Languages
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| 2 |
+
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| 3 |
+
JamboGPT now supports **10 African languages** covering East Africa, West Africa, and beyond!
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| 4 |
+
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| 5 |
+
## π Language Coverage Map
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| 6 |
+
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| 7 |
+
### East Africa (5 Languages)
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| 8 |
+
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| 9 |
+
| Language | Region | Speakers | Code | Model |
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| 10 |
+
|----------|--------|----------|------|-------|
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| 11 |
+
| **Swahili** | Kenya, Tanzania, Uganda | ~100M+ | swh | facebook/mms-tts-swh |
|
| 12 |
+
| **Kikuyu** | Central Kenya | ~7M | ki | BrianMwangi/African-Kikuyu-TTS |
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| 13 |
+
| **Luo** | Western Kenya | ~4M | luo | facebook/mms-tts-luo |
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| 14 |
+
| **Luhya** | Western Kenya | ~5M | luy | facebook/mms-tts-luy |
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| 15 |
+
| **Kamba** | Eastern Kenya | ~3M | kam | facebook/mms-tts-kam |
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| 16 |
+
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| 17 |
+
### West Africa (3 Languages)
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| 18 |
+
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| 19 |
+
| Language | Region | Speakers | Code | Model |
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| 20 |
+
|----------|--------|----------|------|-------|
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| 21 |
+
| **Yoruba** | Nigeria | ~45M | yor | facebook/mms-tts-yor |
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| 22 |
+
| **Igbo** | Nigeria | ~27M | ibo | facebook/mms-tts-ibo |
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| 23 |
+
| **Hausa** | Nigeria, Niger | ~90M | hau | facebook/mms-tts-hau |
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| 24 |
+
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| 25 |
+
### East Africa - Horn of Africa (1 Language)
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| 26 |
+
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| 27 |
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| Language | Region | Speakers | Code | Model |
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| 28 |
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|----------|--------|----------|------|-------|
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| 29 |
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| **Amharic** | Ethiopia | ~32M | amh | facebook/mms-tts-amh |
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| 30 |
+
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| 31 |
+
### Global (1 Language)
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| 32 |
+
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| 33 |
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| Language | Region | Speakers | Code | Model |
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| 34 |
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|----------|--------|----------|------|-------|
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| 35 |
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| **English** | Global | 1.5B+ | eng | facebook/mms-tts-eng |
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| 36 |
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| 37 |
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---
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| 38 |
+
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| 39 |
+
## π― Language Details
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| 40 |
+
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| 41 |
+
### Kenyan Languages (5)
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| 42 |
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| 43 |
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#### 1. **Swahili** π°πͺ πΉπΏ πΊπ¬
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| 44 |
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- **Native Speakers**: ~100 million+
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| 45 |
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- **Regions**: Kenya, Tanzania, Uganda, Democratic Republic of Congo
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| 46 |
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- **Script**: Latin alphabet
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| 47 |
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- **Status**: Official language in Kenya and Tanzania
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| 48 |
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- **Use Cases**: Business, education, media, government
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| 49 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-swh)
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| 50 |
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| 51 |
+
#### 2. **Kikuyu** π°πͺ
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| 52 |
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- **Native Speakers**: ~7 million
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| 53 |
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- **Regions**: Central Kenya (Mount Kenya region)
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| 54 |
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- **Script**: Latin alphabet
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| 55 |
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- **Status**: Widely spoken in Kiambu, Muranga, Nyeri counties
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| 56 |
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- **Use Cases**: Local media, education, community engagement
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| 57 |
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- **Model**: BrianMwangi/African-Kikuyu-TTS (fine-tuned MMS)
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| 58 |
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| 59 |
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#### 3. **Luo** π°πͺ
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| 60 |
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- **Native Speakers**: ~4 million
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| 61 |
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- **Regions**: Western Kenya (Kisumu, Siaya, Homa Bay, Migori)
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| 62 |
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- **Script**: Latin alphabet
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| 63 |
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- **Status**: Widely spoken in Nyanza region
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| 64 |
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- **Use Cases**: Local broadcasting, education, cultural preservation
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| 65 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-luo)
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| 66 |
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| 67 |
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#### 4. **Luhya** π°πͺ
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| 68 |
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- **Native Speakers**: ~5 million
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| 69 |
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- **Regions**: Western Kenya (Kakamega, Bungoma, Vihiga)
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| 70 |
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- **Script**: Latin alphabet
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| 71 |
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- **Status**: Widely spoken in Western region
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| 72 |
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- **Use Cases**: Local media, education, community services
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| 73 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-luy)
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| 74 |
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| 75 |
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#### 5. **Kamba** π°πͺ
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| 76 |
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- **Native Speakers**: ~3 million
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| 77 |
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- **Regions**: Eastern Kenya (Makueni, Kajiado, Taita-Taveta)
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| 78 |
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- **Script**: Latin alphabet
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| 79 |
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- **Status**: Widely spoken in Eastern region
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| 80 |
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- **Use Cases**: Local broadcasting, education, tourism
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| 81 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-kam)
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| 82 |
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| 83 |
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---
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| 84 |
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| 85 |
+
### Nigerian Languages (3)
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| 86 |
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| 87 |
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#### 6. **Yoruba** π³π¬
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| 88 |
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- **Native Speakers**: ~45 million
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| 89 |
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- **Regions**: Nigeria (Southwest), Benin, Togo
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| 90 |
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- **Script**: Latin alphabet
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| 91 |
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- **Status**: Major West African language
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| 92 |
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- **Use Cases**: Media, entertainment, education, business
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| 93 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-yor)
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| 94 |
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#### 7. **Igbo** π³π¬
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| 96 |
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- **Native Speakers**: ~27 million
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| 97 |
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- **Regions**: Nigeria (Southeast)
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| 98 |
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- **Script**: Latin alphabet
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| 99 |
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- **Status**: Major West African language
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| 100 |
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- **Use Cases**: Media, education, business, cultural content
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| 101 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-ibo)
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| 102 |
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| 103 |
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#### 8. **Hausa** π³π¬ π³πͺ
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| 104 |
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- **Native Speakers**: ~90 million (including second language speakers)
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| 105 |
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- **Regions**: Nigeria, Niger, and across West Africa
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| 106 |
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- **Script**: Latin alphabet (also Arabic script)
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| 107 |
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- **Status**: Lingua franca of West Africa
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| 108 |
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- **Use Cases**: Trade, media, education, cross-border communication
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| 109 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-hau)
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| 110 |
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---
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### Ethiopian Language (1)
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#### 9. **Amharic** πͺπΉ
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| 116 |
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- **Native Speakers**: ~32 million
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| 117 |
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- **Regions**: Ethiopia (official language)
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| 118 |
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- **Script**: Ge'ez script
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| 119 |
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- **Status**: Official language of Ethiopia
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| 120 |
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- **Use Cases**: Government, education, media, business
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| 121 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-amh)
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| 122 |
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| 123 |
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---
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### Global Language (1)
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| 126 |
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#### 10. **English** π
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| 128 |
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- **Native Speakers**: ~370 million
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| 129 |
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- **Global Speakers**: 1.5+ billion
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| 130 |
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- **Regions**: Worldwide
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| 131 |
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- **Script**: Latin alphabet
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| 132 |
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- **Status**: International lingua franca
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| 133 |
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- **Use Cases**: Business, education, technology, global communication
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| 134 |
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- **Model**: Meta MMS TTS (facebook/mms-tts-eng)
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---
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## π Statistics
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### Total Coverage
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- **Total Languages**: 10
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| 142 |
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- **Total Native Speakers**: 300+ million
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| 143 |
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- **Total Regions**: 4 (East Africa, West Africa, Horn of Africa, Global)
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| 144 |
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- **Countries**: Kenya, Nigeria, Niger, Tanzania, Uganda, Ethiopia, Benin, Togo, DRC
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| 146 |
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### Regional Breakdown
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- **East Africa**: 5 languages (Swahili, Kikuyu, Luo, Luhya, Kamba)
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- **West Africa**: 3 languages (Yoruba, Igbo, Hausa)
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| 149 |
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- **Horn of Africa**: 1 language (Amharic)
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| 150 |
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- **Global**: 1 language (English)
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| 151 |
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---
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## π Use Cases by Language
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### Education
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- **Swahili**: Curriculum content, educational videos
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| 158 |
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- **Kikuyu, Luo, Luhya, Kamba**: Local language instruction
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| 159 |
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- **Yoruba, Igbo, Hausa**: Mother tongue education
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- **Amharic**: Ethiopian education system
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| 161 |
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- **English**: International education
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### Media & Entertainment
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- **Swahili**: News, podcasts, music
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- **Kikuyu, Luo, Luhya, Kamba**: Local radio, community content
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| 166 |
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- **Yoruba, Igbo, Hausa**: Entertainment, music, drama
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| 167 |
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- **Amharic**: Ethiopian media
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- **English**: Global media
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| 170 |
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### Business & Commerce
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- **Swahili**: East African business communication
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- **Hausa**: West African trade and commerce
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- **English**: International business
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- **All others**: Local business and commerce
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### Accessibility
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| 177 |
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- **All languages**: Making technology accessible to speakers
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| 178 |
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- **Visually impaired users**: Audio content
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- **Language learners**: Pronunciation and learning
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| 181 |
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### Cultural Preservation
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| 182 |
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- **All languages**: Documenting and preserving languages
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| 183 |
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- **Digital archives**: Recording language content
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| 184 |
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- **Community engagement**: Supporting language communities
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| 186 |
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---
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## π§ Technical Details
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| 189 |
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### Model Architecture
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| 191 |
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All models use **Meta's Massively Multilingual Speech (MMS)** architecture, except Kikuyu which uses a fine-tuned version.
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### Audio Output
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- **Sample Rate**: 16 kHz
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- **Bit Depth**: 16-bit
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- **Format**: WAV
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- **Quality**: Natural-sounding speech synthesis
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### Performance
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- **Inference Time**: 2-5 seconds per 100 words (CPU)
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- **GPU Acceleration**: <1 second (with CUDA)
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- **Max Text Length**: 1000 characters per request
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---
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## π Future Expansions
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Planned languages for future versions:
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- **Chichewa** (Malawi, Zambia)
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- **Xhosa** (South Africa)
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| 211 |
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- **Zulu** (South Africa)
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| 212 |
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- **Twi/Akan** (Ghana)
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| 213 |
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- **Wolof** (Senegal)
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| 214 |
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- **Somali** (Somalia)
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| 215 |
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- **Tigrinya** (Eritrea, Ethiopia)
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| 216 |
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- **Oromo** (Ethiopia)
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| 217 |
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- **Afar** (Ethiopia, Eritrea, Djibouti)
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| 218 |
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- And more...
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---
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## π Resources
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### Language Information
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- [Ethnologue](https://www.ethnologue.com/) - Comprehensive language database
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- [Wikipedia Language Lists](https://en.wikipedia.org/wiki/Languages_of_Africa) - African languages overview
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| 227 |
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- [Glottolog](https://glottolog.org/) - Language classification
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| 228 |
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### Models & Datasets
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| 230 |
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- [Meta MMS](https://huggingface.co/facebook/mms-tts-swh) - Multilingual speech models
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| 231 |
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- [Hugging Face Hub](https://huggingface.co/models?language=african-languages) - African language models
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| 232 |
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- [Masakhane](https://www.masakhane.io/) - African NLP community
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| 233 |
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| 234 |
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### Communities
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| 235 |
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- [CLEAR Global](https://www.clear-global.org/) - African language AI research
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| 236 |
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- [Sunbird AI](https://sunbird.ai/) - African language technology
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| 237 |
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- [Lelapa AI](https://www.lelapa.ai/) - African language models
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| 238 |
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| 239 |
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---
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## π€ Contributing
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| 242 |
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Want to add more languages or improve existing ones? We welcome contributions!
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- Add new language models
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- Improve audio quality
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| 247 |
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- Contribute datasets
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| 248 |
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- Report issues
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| 249 |
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- Suggest improvements
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| 250 |
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| 251 |
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---
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| 253 |
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**JamboGPT - Making AI accessible in African languages! π**
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| 254 |
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| 255 |
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*Last Updated: May 11, 2026*
|