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bin2bin-GAN-PLC

★ 17 Open GitHub ↗

bin2bin, a Time-Frequency Generative Adversarial based method for Audio Packet Loss Concealment

// repository documentation

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# bin2bin-GAN-PLC
This repository contains the official Generator and Discriminator models of *bin2bin*, described in "[_A Time-Frequency Generative Adversarial based method for Audio Packet Loss Concealment_](https://arxiv.org/abs/2307.15611)"

Below are some listening samples of the proposed generative inpainting method. LOSSY versions are corrupted with 40% of lost packets.

<details>
  <summary>Female voice saying  "they have shown a great desire and attitude" </summary>

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/d8838ae4-07a1-4927-9d1f-fdc29c549c08

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/88501c9d-8673-4d4a-bd8f-7c3f8c4a7c6a

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/3a338abf-af76-459b-b735-c7d05a6d2580
  
</details>

<details>
  <summary>Male voice saying  "if the red of the second bow falls upon the green of the first, the result is to give a bow with an abnormally wide yellow band, since red and green light when mixed form yellow" </summary>

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/ee6cb5e8-8a20-4c34-8684-4e0f0ad2d2b0

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/6325203c-5805-4535-9ec9-0dd964d79540

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/a22fa196-2d09-4c7b-a327-d260a602719e
  
</details>

<details>
  <summary>Female voice saying  "the actual primary rainbow observed is said to be the effect of super-imposition of a number of bows"</summary>

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/498ab3e7-74c0-462f-9498-4d716c701a98

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/558a485b-d146-47ec-8c45-effd736b31c6

https://github.com/aircarlo/bin2bin-GAN-PLC/assets/30163549/c1ca5322-bf9c-4534-8ed4-943e5125397b

</details>

bin2bin-GAN-PLC

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