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The [Low Frame-rate Speech Codec](https://arxiv.org/abs/2409.12117) is a neural audio codec that leverages finite scalar quantization and adversarial training with large speech language models to achieve high-quality audio compression with a 1.89 kbps bitrate and 21.5 frames per second.
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## Model Architecture
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Low Frame-rate Speech Codec model is composed of a fully convolutional generator neural network and three discriminators.
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The [Low Frame-rate Speech Codec](https://arxiv.org/abs/2409.12117) is a neural audio codec that leverages finite scalar quantization and adversarial training with large speech language models to achieve high-quality audio compression with a 1.89 kbps bitrate and 21.5 frames per second.
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| Sample Rate | Frame Rate | Bit Rate | # Codebooks | Codebook Size | Embed Dim | FSQ Levels |
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|:-----------:|:----------:|:----------:|:-----------:|:-------------:|:-----------:|:------------:|
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| 22050 | 21.5 | 1.89kpbs | 8 | 2016 | 32 | [8, 7, 6, 6] |
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## Model Architecture
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Low Frame-rate Speech Codec model is composed of a fully convolutional generator neural network and three discriminators.
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