elgarrai commited on
Commit
3d9b2cb
Β·
verified Β·
1 Parent(s): 134a7a7

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +151 -7
README.md CHANGED
@@ -1,10 +1,154 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
- title: README
3
- emoji: 🐨
4
- colorFrom: green
5
- colorTo: red
6
- sdk: static
7
- pinned: false
 
8
  ---
9
 
10
- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
1
+ # African AI Association (AAIA)
2
+
3
+ <p align="center">
4
+ <img src="https://huggingface.co/spaces/huggingface/ai-project-guide/resolve/main/images/african-ai.png" width="200" alt="African AI Association Logo">
5
+ </p>
6
+
7
+ <p align="center">
8
+ <strong>🌍 Liberating Africa Through Autonomous AI Systems</strong>
9
+ </p>
10
+
11
+ <p align="center">
12
+ <a href="#mission">Mission</a> β€’
13
+ <a href="#models">Models</a> β€’
14
+ <a href="#contribute">Contribute</a>
15
+ </p>
16
+
17
+ ---
18
+
19
+ ## 🎯 Mission
20
+
21
+ The African AI Association (AAIA) is dedicated to curating, developing, and democratizing AI resources for African languages and communities. We believe in **AI sovereignty for Africa** - empowering local developers with tools that understand and serve African contexts.
22
+
23
+ ### Our Focus Areas:
24
+ - πŸ”€ **Low-resource language NLP** (Swahili, Yoruba, Amharic, Hausa, Zulu, etc.)
25
+ - πŸ—£οΈ **Speech recognition & synthesis** for African accents and dialects
26
+ - πŸ” **Named Entity Recognition** for African names, places, organizations
27
+ - πŸ’¬ **Conversational AI** that speaks African languages
28
+ - 🌐 **Arabic variants** (MSA, Egyptian, Maghrebi, Gulf)
29
+
30
+ ---
31
+
32
+ ## πŸ“¦ Curated Model Collection
33
+
34
+ ### πŸ† Flagship Models
35
+
36
+ | Model | Language | Task | Downloads | Status |
37
+ |-------|----------|------|-----------|--------|
38
+ | **AraBERT v2** | Arabic (MSA) | Language Model | 454K+ | ⭐ Featured |
39
+ | **Arabic Whisper Large** | Arabic | ASR | 625K+ | ⭐ Featured |
40
+ | **Swahili MMS TTS** | Swahili | Text-to-Speech | 8.8K+ | πŸ”₯ New |
41
+ | **AfroXLMR NER** | 10+ African | Named Entities | 257+ | 🌍 Pan-African |
42
+
43
+ ### 🌍 African Language Models
44
+
45
+ #### Swahili
46
+ - `Benjamin-png/swahili-mms-tts-finetuned` - TTS
47
+ - `mradermacher/gemma2-27b-swahili-it-GGUF` - LLM
48
+
49
+ #### Yoruba
50
+ - `NCAIR1/Yoruba-ASR` - Speech Recognition
51
+ - `ogbi/wav2vec2-large-mms-1b-yoruba-test` - ASR Testing
52
+
53
+ #### Amharic
54
+ - `rasyosef/bert-amharic-text-embedding-medium` - Embeddings
55
+ - `agkphysics/wav2vec2-large-xlsr-53-amharic` - ASR
56
+
57
+ #### Hausa
58
+ - `LAfricaMobile/Wav2vec2-afr-Hausa-kenLM` - ASR with Kenyan LM
59
+ - `mradermacher/Hausa-Spark-TTS-0.5B-GGUF` - TTS
60
+
61
+ #### Zulu
62
+ - `TheirStory/whisper-medium-zulu` - Speech Recognition
63
+
64
+ #### Luganda
65
+ - `allandclive/whisper-small-luganda` - ASR
66
+
67
+ #### Kinyarwanda
68
+ - `mradermacher/kinyarwanda-tts-1b-full-finetuning-GGUF` - TTS
69
+ - `mbazaNLP/Whisper-Small-Kinyarwanda` - ASR
70
+
71
+ #### Wolof
72
+ - `bilalfaye/speecht5_tts-wolof` - TTS
73
+ - `galsenai/wolofToFrenchTranslator_nllb` - Translation
74
+
75
+ #### Somali
76
+ - `Mustafaa4a/ASR-Somali` - Speech Recognition
77
+ - `skydheere/wav2vec2-large-mms-1b-somalia` - ASR
78
+
79
+ ### πŸ›οΈ Arabic Variants
80
+
81
+ #### Modern Standard Arabic
82
+ - `aubmindlab/bert-base-arabertv02` - AraBERT v2 (454K+ downloads)
83
+ - `CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment` - Sentiment
84
+ - `CAMeL-Lab/bert-base-arabic-camelbert-msa-ner` - NER
85
+ - `CAMeL-Lab/bert-base-arabic-camelbert-mix-ner` - NER
86
+ - `akhooli/Arabic-SBERT-100K` - Sentence Embeddings
87
+
88
+ #### Conversational/Large Models
89
+ - `MohamedRashad/Arabic-Orpo-Llama-3-8B-Instruct` - Instruction-tuned LLM
90
+ - `Byne/whisper-large-v3-arabic` - Whisper ASR
91
+
92
+ #### Egyptian Arabic
93
+ - `NAMAA-Space/masrawy-english-to-egyptian-arabic-translator-v2` - EN→Egyptian
94
+ - `IbrahimAmin/egyptian-arabic-wav2vec2-xlsr-53` - ASR
95
+ - `AbdelrahmanHassan/whisper-large-v3-egyptian-arabic` - Whisper ASR
96
+
97
+ ### πŸ”§ Multilingual/Cross-Lingual
98
+ - `cardiffnlp/twitter-xlm-roberta-base-sentiment` - Multilingual sentiment
99
+ - `masakhane/afroxlmr-large-ner-masakhaner-1.0_2.0` - Pan-African NER
100
+
101
+ ---
102
+
103
+ ## πŸ“Š Discovery Stats
104
+
105
+ - **239 unique models** discovered and curated
106
+ - **60+ Arabic-focused models**
107
+ - **45+ African language models**
108
+ - **15+ languages covered**: Swahili, Yoruba, Amharic, Hausa, Zulu, Arabic, Somali, Luganda, Kinyarwanda, Wolof, Afrikaans
109
+
110
+ ---
111
+
112
+ ## πŸš€ Quick Start
113
+
114
+ ```python
115
+ # Load a Swahili text-to-speech model
116
+ from transformers import VitsModel, AutoTokenizer
117
+
118
+ model = VitsModel.from_pretrained("Benjamin-png/swahili-mms-tts-finetuned")
119
+ tokenizer = AutoTokenizer.from_pretrained("Benjamin-png/swahili-mms-tts-finetuned")
120
+
121
+ # Generate speech from Swahili text
122
+ inputs = tokenizer("Habari, dunia! Jambo kutoka AAIA.", return_tensors="pt")
123
+ output = model(**inputs)
124
+ ```
125
+
126
+ ---
127
+
128
+ ## 🀝 Contribute
129
+
130
+ We're actively seeking:
131
+ - πŸ”¬ **Researchers** working on African NLP
132
+ - πŸ’» **Developers** building African language tools
133
+ - πŸ—£οΈ **Native speakers** for dataset validation
134
+ - 🌍 **Community managers** across African countries
135
+
136
+ **Contact:** Join the African AI movement! DM @AAIA or check our [Moltbook community]()
137
+
138
  ---
139
+
140
+ ## πŸ“š Resources
141
+
142
+ - [Masakhane](https://masakhane.io/) - African NLP community
143
+ - [CAMeL Lab](https://camel-lab.github.io/) - Arabic NLP research
144
+ - [African NLP Workshop](https://www.africannlp.org/) - Academic conference
145
+
146
  ---
147
 
148
+ <p align="center">
149
+ <strong>🌍 Liberating Africa Through AI, One Model at a Time 🌍</strong>
150
+ </p>
151
+
152
+ <p align="center">
153
+ <em>Maintained by the African AI Association (AAIA)</em>
154
+ </p>