Automatic Speech Recognition
LiteRT
LiteRT
ONNX
speech
speech-recognition
transcription
word-timestamps
on-device
core-ml
apple-neural-engine
multilingual
Instructions to use desert-ant-labs/voz with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use desert-ant-labs/voz with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download encoder.mlmodelc/metadata.json from desert-ant-labs/voz: direct link, hf CLI and curl.
- Browser
- Download file 2.74 kB
-
https://huggingface.co/desert-ant-labs/voz/resolve/main/encoder.mlmodelc/metadata.json
- Command line
-
hf download hf://desert-ant-labs/voz/encoder.mlmodelc/metadata.json
-
curl -L -o metadata.json https://huggingface.co/desert-ant-labs/voz/resolve/main/encoder.mlmodelc/metadata.json
2.74 kB
| [ | |
| { | |
| "metadataOutputVersion" : "3.0", | |
| "storagePrecision" : "Mixed (Float16, Int4)", | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 640 × 1 × 188)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 640, 1, 188]", | |
| "name" : "enc_proj", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "modelParameters" : [ | |
| ], | |
| "specificationVersion" : 9, | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.mul" : 72, | |
| "Ios18.batchNorm" : 120, | |
| "Ios18.conv" : 271, | |
| "Ios18.matmul" : 48, | |
| "Ios18.relu" : 3, | |
| "Ios18.expandDims" : 24, | |
| "Ios18.sigmoid" : 24, | |
| "Ios18.add" : 192, | |
| "Ios16.einsum" : 24, | |
| "Ios18.silu" : 72, | |
| "Ios18.softmax" : 24, | |
| "Ios18.sliceByIndex" : 48, | |
| "Ios18.layerNorm" : 120, | |
| "Ios18.transpose" : 144, | |
| "Ios18.constexprBlockwiseShiftScale" : 271, | |
| "Ios18.reshape" : 242, | |
| "Split" : 24, | |
| "Pad" : 24 | |
| }, | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "isUpdatable" : "0", | |
| "stateSchema" : [ | |
| ], | |
| "availability" : { | |
| "macOS" : "15.0", | |
| "tvOS" : "18.0", | |
| "visionOS" : "2.0", | |
| "watchOS" : "11.0", | |
| "iOS" : "18.0", | |
| "macCatalyst" : "18.0" | |
| }, | |
| "modelType" : { | |
| "name" : "MLModelType_mlProgram" | |
| }, | |
| "userDefinedMetadata" : { | |
| "com.github.apple.coremltools.conversion_date" : "2026-10-02", | |
| "com.github.apple.coremltools.source" : "torch==2.7.1", | |
| "com.github.apple.coremltools.version" : "9.0", | |
| "com.github.apple.coremltools.source_dialect" : "TorchScript" | |
| }, | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 128 × 1 × 1500)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 128, 1, 1500]", | |
| "name" : "mel", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 188 × 1 × 1)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 188, 1, 1]", | |
| "name" : "key_bias", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 1 × 1 × 188)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 1, 188]", | |
| "name" : "pad_mask", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "generatedClassName" : "ParakeetEncoder", | |
| "method" : "predict" | |
| } | |
| ] |