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README.md
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---
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license: apache-2.0
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base_model: neuphonic/neucodec
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tags:
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- coreml
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- audio
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- speech
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- codec
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- ios
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- mlpackage
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---
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# neucodec-coreml-decoder
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CoreML (.mlpackage) conversion of [NeuCodec](https://huggingface.co/neuphonic/neucodec) decoder by Neuphonic.
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Converts flat FSQ codes to 24kHz audio. Supports iOS 16+ / macOS 13+.
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## Files
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| File | Tokens | Duration |
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|------|--------|----------|
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| `neucodec_decoder_seq50.mlpackage` | 50 | 1s |
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| `neucodec_decoder_seq100.mlpackage` | 100 | 2s |
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| `neucodec_decoder_seq250.mlpackage` | 250 | 5s |
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## I/O
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- **Input** `codes`: shape `(1, 1, L)` Int32, flat FSQ indices 0-65535 at 50 tok/sec
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- **Output** `audio`: shape `(1, 1, T)` Float32 at 24kHz
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## Swift Usage
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```swift
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import CoreML
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let config = MLModelConfiguration()
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config.computeUnits = .cpuAndGPU
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let model = try MLModel(contentsOf: compiledURL, configuration: config)
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let codesArray = try MLMultiArray(shape: [1, 1, 100], dataType: .int32)
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for i in 0..<100 { codesArray[i] = NSNumber(value: flatCode) }
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let input = try MLDictionaryFeatureProvider(dictionary: ["codes": codesArray])
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let output = try await model.prediction(from: input)
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// output["audio"]: shape [1, 1, T], Float32 at 24kHz
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```
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## Source
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[neuphonic/neucodec](https://huggingface.co/neuphonic/neucodec) — Apache 2.0
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