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README.md
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pipeline_tag: text-to-speech
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---
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#
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## Table of Contents
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## Model Summary
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<video controls width="600">
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<source src="https://huggingface.co/saheedniyi/YarnGPT/resolve/main/audio/YearnGPT.mp4" type="video/mp4">
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Your browser does not support the video tag.
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- Igbo: igbo_female2, igbo_male2,igbo_female1,
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- Hausa: hausa_feamle1,hausa_female2, hausa_male2,hausa_male1
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### Prompt
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```python
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# clone the YarnGPT repo to get access to the `audiotokenizer`
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!git clone https://github.com/saheedniyi02/yarngpt.git
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<td style="border: 1px solid #ddd; padding: 8px;">Uhm, so, what was the inspiration behind your latest project? Like, was there a specific moment where you were like, 'Yeah, this is it!' Or, you know, did it just kind of, uh, come together naturally over time</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">The election was won by businessman and politician, Moshood Abiola, but Babangida annulled the results, citing concerns over national security.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Habeeb Okikiọla Olalomi Badmus ti ọpọ awọn ololufẹ rẹ mọ si Portable ti sọ fun ile ẹjọ majisireeti ti ipinlẹ Ogun wi pe ṣaka lara oun da, oun ko ni aisan tabi arun kankan lara.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Gómìnà náà fẹ̀sùn kàn pé àwọn alága àná gbìyànjú láti fi ipá gba àwọn ìjọba ìbílẹ̀ lọ́nà àìtọ́, tó sì jẹ́ pé ó yẹ kí àwọn ìjọba ìbílẹ̀ náà wà ní títì</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Ọ bụ oge ha si Enugwu steeti eme njem aga Anambra ka ndị omekome ahụ wakporo ụgbọala ha.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Isi ụlọorụ Shell dị na Lọndọn na gọọmenti Naịjirịa ekwuputala ugboro ugboro na ọrụ ịsacha ogbe ndị lara n'iyi n'Ogoni bụ nke malitere ihe dịka afọ asatọ gara aga na-aga nke ọma.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Gwamnatin Najeriya ta sake maka shafin hada-hadar kuɗin kirifto na Binance a kotu, inda take buƙatar ya biya ta diyyar kuɗi dalar Amurka biliyan 81.5</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Bisa ga dukkan alamu, haƙata cimma ruwa, dangane da koke-koken da tsofaffin ma'aikatan tarayya ke ta yi, a kan dimbin basukan wasu hakkokinsu da suke bi shekara da shekaru.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/
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Your browser does not support the audio element.
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</audio>
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</td>
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pipeline_tag: text-to-speech
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---
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# YarnGPT2b
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## Table of Contents
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## Model Summary
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YarnGPT2b is a text-to-speech (TTS) and automatic speech recognition (ASR) model designed to synthesize Nigerian-accented languages (Yoruba, Igbo, Hausa, and English). It leverages pure language modeling without external adapters or complex architectures, providing high-quality, natural, and culturally relevant speech synthesis.
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The model was trained on both TTS and ASR to explore whether learning patterns from one task could improve the other. However, this approach did not yield significant improvements, especially in ASR. This may be due to the small model size or the fact that the base model (YarnGPT2) was already highly optimized for TTS, making it difficult to learn ASR effectively.
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<video controls width="600">
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<source src="https://huggingface.co/saheedniyi/YarnGPT/resolve/main/audio/YearnGPT.mp4" type="video/mp4">
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Your browser does not support the video tag.
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- Igbo: igbo_female2, igbo_male2,igbo_female1,
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- Hausa: hausa_feamle1,hausa_female2, hausa_male2,hausa_male1
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### Prompt YarnGPT2b
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```python
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# clone the YarnGPT repo to get access to the `audiotokenizer`
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!git clone https://github.com/saheedniyi02/yarngpt.git
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<td style="border: 1px solid #ddd; padding: 8px;">Uhm, so, what was the inspiration behind your latest project? Like, was there a specific moment where you were like, 'Yeah, this is it!' Or, you know, did it just kind of, uh, come together naturally over time</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio1.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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|
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<td style="border: 1px solid #ddd; padding: 8px;">The election was won by businessman and politician, Moshood Abiola, but Babangida annulled the results, citing concerns over national security.</td>
|
275 |
<td style="border: 1px solid #ddd; padding: 8px;">
|
276 |
<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio2.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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|
|
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<td style="border: 1px solid #ddd; padding: 8px;">Habeeb Okikiọla Olalomi Badmus ti ọpọ awọn ololufẹ rẹ mọ si Portable ti sọ fun ile ẹjọ majisireeti ti ipinlẹ Ogun wi pe ṣaka lara oun da, oun ko ni aisan tabi arun kankan lara.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio3.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Gómìnà náà fẹ̀sùn kàn pé àwọn alága àná gbìyànjú láti fi ipá gba àwọn ìjọba ìbílẹ̀ lọ́nà àìtọ́, tó sì jẹ́ pé ó yẹ kí àwọn ìjọba ìbílẹ̀ náà wà ní títì</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio4.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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<td style="border: 1px solid #ddd; padding: 8px;">Ọ bụ oge ha si Enugwu steeti eme njem aga Anambra ka ndị omekome ahụ wakporo ụgbọala ha.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio5.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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|
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<td style="border: 1px solid #ddd; padding: 8px;">Isi ụlọorụ Shell dị na Lọndọn na gọọmenti Naịjirịa ekwuputala ugboro ugboro na ọrụ ịsacha ogbe ndị lara n'iyi n'Ogoni bụ nke malitere ihe dịka afọ asatọ gara aga na-aga nke ọma.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio6.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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|
|
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<td style="border: 1px solid #ddd; padding: 8px;">Gwamnatin Najeriya ta sake maka shafin hada-hadar kuɗin kirifto na Binance a kotu, inda take buƙatar ya biya ta diyyar kuɗi dalar Amurka biliyan 81.5</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio7.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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|
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<td style="border: 1px solid #ddd; padding: 8px;">Bisa ga dukkan alamu, haƙata cimma ruwa, dangane da koke-koken da tsofaffin ma'aikatan tarayya ke ta yi, a kan dimbin basukan wasu hakkokinsu da suke bi shekara da shekaru.</td>
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<td style="border: 1px solid #ddd; padding: 8px;">
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<audio controls style="width: 100%;">
|
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+
<source src="https://huggingface.co/saheedniyi/YarnGPT2b/resolve/main/Audio/Audio8.wav" type="audio/wav">
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Your browser does not support the audio element.
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</audio>
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</td>
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