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Whisper-Base

Automatic Speech Recognition
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Commit
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v0.39.1

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.39.1 for changelog.

Files changed (21) hide show
  1. README.md +30 -32
  2. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  3. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  4. precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml +1 -1
  5. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +0 -3
  6. precompiled/qualcomm-sa8650p-proxy/Whisper-Base_HfWhisperDecoder_float.bin +0 -3
  7. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +0 -3
  8. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  9. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  10. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml +1 -1
  11. precompiled/{qualcomm-sa8255p-proxy → qualcomm-snapdragon-8-elite-gen5}/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  12. precompiled/{qualcomm-sa8255p-proxy/Whisper-Base_HfWhisperEncoder_float.bin → qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperDecoder_float.onnx.zip} +2 -2
  13. precompiled/{qualcomm-qcs8550-proxy → qualcomm-snapdragon-8-elite-gen5}/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  14. precompiled/{qualcomm-sa8650p-proxy/Whisper-Base_HfWhisperEncoder_float.bin → qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperEncoder_float.onnx.zip} +2 -2
  15. precompiled/qualcomm-snapdragon-8-elite-gen5/tool-versions.yaml +4 -0
  16. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  17. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  18. precompiled/qualcomm-snapdragon-8gen3/tool-versions.yaml +1 -1
  19. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  20. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  21. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +1 -1
README.md CHANGED
@@ -39,38 +39,36 @@ More details on model performance across various devices, can be found
39
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
- | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 130.447 ms | 0 - 10 MB | NPU | Use Export Script |
43
- | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 111.921 ms | 1 - 22 MB | NPU | Use Export Script |
44
- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 43.155 ms | 1 - 4 MB | NPU | Use Export Script |
45
- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 43.504 ms | 7 - 74 MB | NPU | Use Export Script |
46
- | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 50.505 ms | 1 - 11 MB | NPU | Use Export Script |
47
- | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 130.447 ms | 0 - 10 MB | NPU | Use Export Script |
48
- | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 43.137 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 93.367 ms | 1 - 16 MB | NPU | Use Export Script |
50
- | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 43.416 ms | 1 - 4 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 50.505 ms | 1 - 11 MB | NPU | Use Export Script |
52
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 33.486 ms | 1 - 19 MB | NPU | Use Export Script |
53
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 33.826 ms | 40 - 59 MB | NPU | Use Export Script |
54
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 23.745 ms | 1 - 17 MB | NPU | Use Export Script |
55
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 23.986 ms | 39 - 51 MB | NPU | Use Export Script |
56
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 42.268 ms | 0 - 0 MB | NPU | Use Export Script |
57
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 42.062 ms | 66 - 66 MB | NPU | Use Export Script |
58
- | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 6.303 ms | 20 - 30 MB | NPU | Use Export Script |
59
- | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 5.141 ms | 20 - 42 MB | NPU | Use Export Script |
60
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 3.882 ms | 20 - 23 MB | NPU | Use Export Script |
61
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 4.372 ms | 20 - 23 MB | NPU | Use Export Script |
62
- | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 4.633 ms | 17 - 27 MB | NPU | Use Export Script |
63
- | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 6.303 ms | 20 - 30 MB | NPU | Use Export Script |
64
- | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 3.84 ms | 21 - 28 MB | NPU | Use Export Script |
65
- | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 5.36 ms | 20 - 34 MB | NPU | Use Export Script |
66
- | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 3.892 ms | 19 - 26 MB | NPU | Use Export Script |
67
- | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 4.633 ms | 17 - 27 MB | NPU | Use Export Script |
68
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 3.168 ms | 20 - 41 MB | NPU | Use Export Script |
69
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.453 ms | 25 - 46 MB | NPU | Use Export Script |
70
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2.617 ms | 1 - 14 MB | NPU | Use Export Script |
71
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2.876 ms | 0 - 13 MB | NPU | Use Export Script |
72
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3.358 ms | 20 - 20 MB | NPU | Use Export Script |
73
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3.521 ms | 126 - 126 MB | NPU | Use Export Script |
74
 
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39
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 130.029 ms | 1 - 10 MB | NPU | Use Export Script |
43
+ | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 112.464 ms | 1 - 21 MB | NPU | Use Export Script |
44
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 43.513 ms | 7 - 74 MB | NPU | Use Export Script |
45
+ | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 50.564 ms | 1 - 10 MB | NPU | Use Export Script |
46
+ | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 130.029 ms | 1 - 10 MB | NPU | Use Export Script |
47
+ | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 93.379 ms | 1 - 16 MB | NPU | Use Export Script |
48
+ | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 50.564 ms | 1 - 10 MB | NPU | Use Export Script |
49
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 33.674 ms | 1 - 18 MB | NPU | Use Export Script |
50
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 33.81 ms | 38 - 58 MB | NPU | Use Export Script |
51
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 23.923 ms | 0 - 15 MB | NPU | Use Export Script |
52
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 24.585 ms | 39 - 50 MB | NPU | Use Export Script |
53
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 19.826 ms | 0 - 12 MB | NPU | Use Export Script |
54
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 20.247 ms | 38 - 49 MB | NPU | Use Export Script |
55
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 42.145 ms | 0 - 0 MB | NPU | Use Export Script |
56
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 42.207 ms | 66 - 66 MB | NPU | Use Export Script |
57
+ | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 6.3 ms | 17 - 26 MB | NPU | Use Export Script |
58
+ | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 5.118 ms | 20 - 41 MB | NPU | Use Export Script |
59
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 4.405 ms | 0 - 145 MB | NPU | Use Export Script |
60
+ | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 4.639 ms | 19 - 29 MB | NPU | Use Export Script |
61
+ | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 6.3 ms | 17 - 26 MB | NPU | Use Export Script |
62
+ | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 5.351 ms | 20 - 35 MB | NPU | Use Export Script |
63
+ | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 4.639 ms | 19 - 29 MB | NPU | Use Export Script |
64
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 3.166 ms | 17 - 36 MB | NPU | Use Export Script |
65
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.452 ms | 29 - 48 MB | NPU | Use Export Script |
66
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2.626 ms | 3 - 17 MB | NPU | Use Export Script |
67
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2.835 ms | 19 - 30 MB | NPU | Use Export Script |
68
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 2.453 ms | 17 - 28 MB | NPU | Use Export Script |
69
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2.657 ms | 18 - 28 MB | NPU | Use Export Script |
70
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3.465 ms | 20 - 20 MB | NPU | Use Export Script |
71
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3.486 ms | 126 - 126 MB | NPU | Use Export Script |
 
 
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