Automatic Speech Recognition
Core ML
NeMo
English
coremltools
asr
speech
parakeet
nvidia
6bit-palettize-kmeans
Instructions to use OpenVoiceOS/parakeet-ctc-0.6b-vi-coreml-6bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use OpenVoiceOS/parakeet-ctc-0.6b-vi-coreml-6bit with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("OpenVoiceOS/parakeet-ctc-0.6b-vi-coreml-6bit") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
Re-export with compute_precision=FLOAT32 to fix NaN bug on 0.6b conformer
Browse files- parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/model.mlmodel +2 -2
- parakeet_ctc_decoder.mlpackage/Data/com.apple.CoreML/weights/weight.bin +2 -2
- parakeet_ctc_decoder.mlpackage/Manifest.json +1 -1
- 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 +1 -1
- quantization_summary.json +5 -5
parakeet_ctc_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:fe348119b049192af7be26efdad48c386855b0a628f01de0995ec0852faaf04b
|
| 3 |
+
size 2550
|
parakeet_ctc_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 sha256:8b52bc8f702779f8a8be652c8d9f37139113bbfefd834a1b57f2d94b29d9b800
|
| 3 |
+
size 791872
|
parakeet_ctc_decoder.mlpackage/Manifest.json
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 617
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b11c26d574def969416c42be60fe85b9644162954fa079909eb5c58fce258a9c
|
| 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 sha256:8e6fb72254dd8ad0d69a4dca8a0bca1730359c2ff631f40da558eecd2c45e024
|
| 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 sha256:7d39e22fa5342d12aaacc07ad746200d1702d2917094636562aca0eefb3517b3
|
| 3 |
+
size 446669376
|
parakeet_mel_encoder.mlpackage/Manifest.json
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 617
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ffc6bb90b3b53c7fc68dc0821bd216221715d35f4312cae94ee9e15f1cc534cf
|
| 3 |
size 617
|
quantization_summary.json
CHANGED
|
@@ -1,12 +1,12 @@
|
|
| 1 |
{
|
| 2 |
"parakeet_ctc_decoder": {
|
| 3 |
-
"original_mb":
|
| 4 |
"6bit_mb": 0.8,
|
| 5 |
-
"compression":
|
| 6 |
},
|
| 7 |
"parakeet_mel_encoder": {
|
| 8 |
-
"original_mb":
|
| 9 |
-
"6bit_mb":
|
| 10 |
-
"compression":
|
| 11 |
}
|
| 12 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"parakeet_ctc_decoder": {
|
| 3 |
+
"original_mb": 4.0,
|
| 4 |
"6bit_mb": 0.8,
|
| 5 |
+
"compression": 5.29
|
| 6 |
},
|
| 7 |
"parakeet_mel_encoder": {
|
| 8 |
+
"original_mb": 2259.6,
|
| 9 |
+
"6bit_mb": 426.6,
|
| 10 |
+
"compression": 5.3
|
| 11 |
}
|
| 12 |
}
|