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Whisper-Small

Automatic Speech Recognition
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android
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v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (37) hide show
  1. README.md +36 -36
  2. precompiled/qualcomm-qcs8275-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  3. precompiled/qualcomm-qcs8275-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  4. precompiled/qualcomm-qcs8450-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  5. precompiled/qualcomm-qcs8450-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  6. precompiled/qualcomm-qcs8550-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  7. precompiled/qualcomm-qcs8550-proxy/Whisper-Small_HfWhisperDecoder_float.onnx.zip +2 -2
  8. precompiled/qualcomm-qcs8550-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  9. precompiled/qualcomm-qcs8550-proxy/Whisper-Small_HfWhisperEncoder_float.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs9075-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  11. precompiled/qualcomm-qcs9075-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  12. precompiled/qualcomm-sa7255p/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  13. precompiled/qualcomm-sa7255p/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  14. precompiled/qualcomm-sa8255p-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  15. precompiled/qualcomm-sa8255p-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  16. precompiled/qualcomm-sa8295p/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  17. precompiled/qualcomm-sa8295p/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  18. precompiled/qualcomm-sa8650p-proxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  19. precompiled/qualcomm-sa8650p-proxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  20. precompiled/qualcomm-sa8775p/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  21. precompiled/qualcomm-sa8775p/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  22. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  23. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small_HfWhisperDecoder_float.onnx.zip +2 -2
  24. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  25. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small_HfWhisperEncoder_float.onnx.zip +2 -2
  26. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  27. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small_HfWhisperDecoder_float.onnx.zip +2 -2
  28. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  29. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small_HfWhisperEncoder_float.onnx.zip +2 -2
  30. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  31. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small_HfWhisperDecoder_float.onnx.zip +2 -2
  32. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  33. precompiled/qualcomm-snapdragon-8gen3/Whisper-Small_HfWhisperEncoder_float.onnx.zip +2 -2
  34. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small_HfWhisperDecoder_float.bin +2 -2
  35. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small_HfWhisperDecoder_float.onnx.zip +2 -2
  36. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small_HfWhisperEncoder_float.bin +2 -2
  37. precompiled/qualcomm-snapdragon-x-elite/Whisper-Small_HfWhisperEncoder_float.onnx.zip +2 -2
README.md CHANGED
@@ -39,42 +39,42 @@ More details on model performance across various devices, can be found
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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 | 399.405 ms | 1 - 11 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 283.438 ms | 1 - 21 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 117.223 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 147.636 ms | 246 - 248 MB | NPU | Use Export Script |
46
- | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 137.869 ms | 1 - 12 MB | NPU | Use Export Script |
47
- | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 399.405 ms | 1 - 11 MB | NPU | Use Export Script |
48
- | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 117.805 ms | 0 - 3 MB | NPU | Use Export Script |
49
- | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 251.904 ms | 1 - 16 MB | NPU | Use Export Script |
50
- | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 116.146 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 137.869 ms | 1 - 12 MB | NPU | Use Export Script |
52
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 83.84 ms | 1 - 16 MB | NPU | Use Export Script |
53
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 111.495 ms | 252 - 272 MB | NPU | Use Export Script |
54
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 62.439 ms | 1 - 15 MB | NPU | Use Export Script |
55
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 87.116 ms | 218 - 229 MB | NPU | Use Export Script |
56
- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 49.58 ms | 0 - 11 MB | NPU | Use Export Script |
57
- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 70.847 ms | 235 - 245 MB | NPU | Use Export Script |
58
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 116.219 ms | 1 - 1 MB | NPU | Use Export Script |
59
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 139.758 ms | 264 - 264 MB | NPU | Use Export Script |
60
- | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 26.449 ms | 94 - 103 MB | NPU | Use Export Script |
61
- | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 26.871 ms | 115 - 133 MB | NPU | Use Export Script |
62
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 17.839 ms | 107 - 109 MB | NPU | Use Export Script |
63
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 18.303 ms | 118 - 120 MB | NPU | Use Export Script |
64
- | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 42.514 ms | 114 - 124 MB | NPU | Use Export Script |
65
- | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 26.449 ms | 94 - 103 MB | NPU | Use Export Script |
66
- | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 17.814 ms | 119 - 122 MB | NPU | Use Export Script |
67
- | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 20.885 ms | 105 - 121 MB | NPU | Use Export Script |
68
- | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 17.694 ms | 120 - 122 MB | NPU | Use Export Script |
69
- | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 42.514 ms | 114 - 124 MB | NPU | Use Export Script |
70
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 13.933 ms | 114 - 133 MB | NPU | Use Export Script |
71
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 14.507 ms | 151 - 171 MB | NPU | Use Export Script |
72
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 12.564 ms | 68 - 82 MB | NPU | Use Export Script |
73
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 12.953 ms | 46 - 57 MB | NPU | Use Export Script |
74
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 10.249 ms | 120 - 131 MB | NPU | Use Export Script |
75
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 10.726 ms | 151 - 162 MB | NPU | Use Export Script |
76
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 14.745 ms | 120 - 120 MB | NPU | Use Export Script |
77
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 14.966 ms | 226 - 226 MB | NPU | Use Export Script |
78
 
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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 | 427.348 ms | 0 - 10 MB | NPU | Use Export Script |
43
+ | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 278.013 ms | 0 - 19 MB | NPU | Use Export Script |
44
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 119.313 ms | 0 - 3 MB | NPU | Use Export Script |
45
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 136.472 ms | 0 - 258 MB | NPU | Use Export Script |
46
+ | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 139.056 ms | 1 - 11 MB | NPU | Use Export Script |
47
+ | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 427.348 ms | 0 - 10 MB | NPU | Use Export Script |
48
+ | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 119.219 ms | 1 - 3 MB | NPU | Use Export Script |
49
+ | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 248.829 ms | 0 - 15 MB | NPU | Use Export Script |
50
+ | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 119.885 ms | 0 - 3 MB | NPU | Use Export Script |
51
+ | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 139.056 ms | 1 - 11 MB | NPU | Use Export Script |
52
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 88.332 ms | 0 - 20 MB | NPU | Use Export Script |
53
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 104.703 ms | 131 - 150 MB | NPU | Use Export Script |
54
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 62.133 ms | 0 - 14 MB | NPU | Use Export Script |
55
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 79.937 ms | 130 - 145 MB | NPU | Use Export Script |
56
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 47.339 ms | 0 - 11 MB | NPU | Use Export Script |
57
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 63.036 ms | 110 - 120 MB | NPU | Use Export Script |
58
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 119.879 ms | 0 - 0 MB | NPU | Use Export Script |
59
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 130.558 ms | 225 - 225 MB | NPU | Use Export Script |
60
+ | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 18.72 ms | 52 - 61 MB | NPU | Use Export Script |
61
+ | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 18.264 ms | 56 - 74 MB | NPU | Use Export Script |
62
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 11.746 ms | 60 - 62 MB | NPU | Use Export Script |
63
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.662 ms | 0 - 319 MB | NPU | Use Export Script |
64
+ | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 13.112 ms | 60 - 70 MB | NPU | Use Export Script |
65
+ | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 18.72 ms | 52 - 61 MB | NPU | Use Export Script |
66
+ | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 11.908 ms | 57 - 59 MB | NPU | Use Export Script |
67
+ | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 14.753 ms | 43 - 58 MB | NPU | Use Export Script |
68
+ | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 11.919 ms | 56 - 59 MB | NPU | Use Export Script |
69
+ | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 13.112 ms | 60 - 70 MB | NPU | Use Export Script |
70
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 9.458 ms | 55 - 74 MB | NPU | Use Export Script |
71
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.942 ms | 75 - 94 MB | NPU | Use Export Script |
72
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 8.151 ms | 12 - 27 MB | NPU | Use Export Script |
73
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 8.554 ms | 19 - 30 MB | NPU | Use Export Script |
74
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 7.273 ms | 60 - 71 MB | NPU | Use Export Script |
75
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 7.545 ms | 75 - 89 MB | NPU | Use Export Script |
76
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 9.741 ms | 60 - 60 MB | NPU | Use Export Script |
77
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 10.386 ms | 286 - 286 MB | NPU | Use Export Script |
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