Automatic Speech Recognition
Core ML
NeMo
English
coremltools
asr
speech
parakeet
nvidia
6bit-palettize-kmeans
Instructions to use OpenVoiceOS/parakeet-rnnt-0.6b-coreml-6bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use OpenVoiceOS/parakeet-rnnt-0.6b-coreml-6bit with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("OpenVoiceOS/parakeet-rnnt-0.6b-coreml-6bit") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- parakeet_decoder.mlpackage/Data/com.apple.CoreML/model.mlmodel +2 -2
- parakeet_decoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin +2 -2
- parakeet_decoder.mlpackage/Manifest.json +3 -18
- parakeet_joint_decision_single_step.mlpackage/Data/com.apple.CoreML/model.mlmodel +2 -2
- parakeet_joint_decision_single_step.mlpackage/Data/com.apple.CoreML/weights/weight.bin +2 -2
- parakeet_joint_decision_single_step.mlpackage/Manifest.json +3 -18
- parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/model.mlmodel +2 -2
- parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin +2 -2
- parakeet_mel_encoder.mlpackage/Manifest.json +3 -18
- quantization_summary.json +7 -7
parakeet_decoder.mlpackage/Data/com.apple.CoreML/model.mlmodel
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a090d8e061efb3be6540b95d3afdabc07dd16391463bbdc311cbc13254f8e9e
|
| 3 |
+
size 9939
|
parakeet_decoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55ac31ccd2e879620a7dd25d9fd7058a83c35b1f86ea9df9119104e9630b90b6
|
| 3 |
+
size 5429824
|
parakeet_decoder.mlpackage/Manifest.json
CHANGED
|
@@ -1,18 +1,3 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
"53BDF534-F87F-4877-B92C-1ABCE661B586": {
|
| 5 |
-
"author": "com.apple.CoreML",
|
| 6 |
-
"description": "CoreML Model Specification",
|
| 7 |
-
"name": "model.mlmodel",
|
| 8 |
-
"path": "com.apple.CoreML/model.mlmodel"
|
| 9 |
-
},
|
| 10 |
-
"9D304158-6816-460C-A1A8-AC728F895A36": {
|
| 11 |
-
"author": "com.apple.CoreML",
|
| 12 |
-
"description": "CoreML Model Weights",
|
| 13 |
-
"name": "weights",
|
| 14 |
-
"path": "com.apple.CoreML/weights"
|
| 15 |
-
}
|
| 16 |
-
},
|
| 17 |
-
"rootModelIdentifier": "53BDF534-F87F-4877-B92C-1ABCE661B586"
|
| 18 |
-
}
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:37f897743a62b2c25baafeba36156194082e3e6bee4fdf2522c6d19a3175f20a
|
| 3 |
+
size 617
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
parakeet_joint_decision_single_step.mlpackage/Data/com.apple.CoreML/model.mlmodel
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff08ae1765d3a0266291a9fe08b7a795dc90106c7fc422432ac1f2aecaa32c42
|
| 3 |
+
size 5580
|
parakeet_joint_decision_single_step.mlpackage/Data/com.apple.CoreML/weights/weight.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f3ecb31d85ee9e01afe8f9314e39a35bc6ef7e5db6751df538f6c0e40e1097f
|
| 3 |
+
size 1301440
|
parakeet_joint_decision_single_step.mlpackage/Manifest.json
CHANGED
|
@@ -1,18 +1,3 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
"458D0538-F684-46C4-99A8-F73BC72ABCB5": {
|
| 5 |
-
"author": "com.apple.CoreML",
|
| 6 |
-
"description": "CoreML Model Weights",
|
| 7 |
-
"name": "weights",
|
| 8 |
-
"path": "com.apple.CoreML/weights"
|
| 9 |
-
},
|
| 10 |
-
"B21A7805-0DDD-42FE-BEC0-875E9D71D3DB": {
|
| 11 |
-
"author": "com.apple.CoreML",
|
| 12 |
-
"description": "CoreML Model Specification",
|
| 13 |
-
"name": "model.mlmodel",
|
| 14 |
-
"path": "com.apple.CoreML/model.mlmodel"
|
| 15 |
-
}
|
| 16 |
-
},
|
| 17 |
-
"rootModelIdentifier": "B21A7805-0DDD-42FE-BEC0-875E9D71D3DB"
|
| 18 |
-
}
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c07e2c5786cff40e4b59daf23e5daf90443f1b68d1c4013f30bb7d1ad9f19cc9
|
| 3 |
+
size 617
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/model.mlmodel
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de3bf0245a6a46f6aebd2cc6f4720ebc69261d368fcd9c90481a5a8c1ceea297
|
| 3 |
+
size 691718
|
parakeet_mel_encoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62641ce68714b85d877863b87ec0e5fc1a2215cb179b29298de4307651e90787
|
| 3 |
+
size 446669376
|
parakeet_mel_encoder.mlpackage/Manifest.json
CHANGED
|
@@ -1,18 +1,3 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
"7F886D84-CD71-4AAB-B9E7-1A57680D1C72": {
|
| 5 |
-
"author": "com.apple.CoreML",
|
| 6 |
-
"description": "CoreML Model Weights",
|
| 7 |
-
"name": "weights",
|
| 8 |
-
"path": "com.apple.CoreML/weights"
|
| 9 |
-
},
|
| 10 |
-
"8CBB68AF-908F-464D-B230-2CA0E26CCAA4": {
|
| 11 |
-
"author": "com.apple.CoreML",
|
| 12 |
-
"description": "CoreML Model Specification",
|
| 13 |
-
"name": "model.mlmodel",
|
| 14 |
-
"path": "com.apple.CoreML/model.mlmodel"
|
| 15 |
-
}
|
| 16 |
-
},
|
| 17 |
-
"rootModelIdentifier": "8CBB68AF-908F-464D-B230-2CA0E26CCAA4"
|
| 18 |
-
}
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:051f7d7fc72bb752e7f5cc66ecd4b5708c277d9015fc5dec61baad3e8f716a13
|
| 3 |
+
size 617
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
quantization_summary.json
CHANGED
|
@@ -1,17 +1,17 @@
|
|
| 1 |
{
|
| 2 |
"parakeet_decoder": {
|
| 3 |
-
"original_mb":
|
| 4 |
"6bit_mb": 5.2,
|
| 5 |
-
"compression":
|
| 6 |
},
|
| 7 |
"parakeet_joint_decision_single_step": {
|
| 8 |
-
"original_mb":
|
| 9 |
"6bit_mb": 1.2,
|
| 10 |
-
"compression":
|
| 11 |
},
|
| 12 |
"parakeet_mel_encoder": {
|
| 13 |
-
"original_mb":
|
| 14 |
-
"6bit_mb":
|
| 15 |
-
"compression":
|
| 16 |
}
|
| 17 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"parakeet_decoder": {
|
| 3 |
+
"original_mb": 27.5,
|
| 4 |
"6bit_mb": 5.2,
|
| 5 |
+
"compression": 5.31
|
| 6 |
},
|
| 7 |
"parakeet_joint_decision_single_step": {
|
| 8 |
+
"original_mb": 6.6,
|
| 9 |
"6bit_mb": 1.2,
|
| 10 |
+
"compression": 5.28
|
| 11 |
},
|
| 12 |
"parakeet_mel_encoder": {
|
| 13 |
+
"original_mb": 2259.6,
|
| 14 |
+
"6bit_mb": 426.6,
|
| 15 |
+
"compression": 5.3
|
| 16 |
}
|
| 17 |
}
|