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Whisper-Base

Automatic Speech Recognition
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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-Base_HfWhisperDecoder_float.bin +2 -2
  3. precompiled/qualcomm-qcs8275-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  4. precompiled/qualcomm-qcs8450-proxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  5. precompiled/qualcomm-qcs8450-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  6. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  7. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  8. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  9. precompiled/qualcomm-qcs8550-proxy/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs9075-proxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  11. precompiled/qualcomm-qcs9075-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  12. precompiled/qualcomm-sa7255p/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  13. precompiled/qualcomm-sa7255p/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  14. precompiled/qualcomm-sa8255p-proxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  15. precompiled/qualcomm-sa8255p-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  16. precompiled/qualcomm-sa8295p/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  17. precompiled/qualcomm-sa8295p/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  18. precompiled/qualcomm-sa8650p-proxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  19. precompiled/qualcomm-sa8650p-proxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  20. precompiled/qualcomm-sa8775p/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  21. precompiled/qualcomm-sa8775p/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  22. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  23. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  24. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  25. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  26. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  27. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  28. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  29. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  30. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  31. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  32. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  33. precompiled/qualcomm-snapdragon-8gen3/Whisper-Base_HfWhisperEncoder_float.onnx.zip +2 -2
  34. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_HfWhisperDecoder_float.bin +2 -2
  35. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_HfWhisperDecoder_float.onnx.zip +2 -2
  36. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_HfWhisperEncoder_float.bin +2 -2
  37. precompiled/qualcomm-snapdragon-x-elite/Whisper-Base_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 | 124.495 ms | 1 - 11 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 100.036 ms | 1 - 23 MB | NPU | Use Export Script |
44
- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 38.583 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 46.166 ms | 44 - 110 MB | NPU | Use Export Script |
46
- | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 198.691 ms | 1 - 11 MB | NPU | Use Export Script |
47
- | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 124.495 ms | 1 - 11 MB | NPU | Use Export Script |
48
- | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 38.948 ms | 1 - 3 MB | NPU | Use Export Script |
49
- | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 77.637 ms | 1 - 18 MB | NPU | Use Export Script |
50
- | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 38.823 ms | 1 - 3 MB | NPU | Use Export Script |
51
- | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 198.691 ms | 1 - 11 MB | NPU | Use Export Script |
52
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 28.955 ms | 1 - 19 MB | NPU | Use Export Script |
53
- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 36.279 ms | 75 - 94 MB | NPU | Use Export Script |
54
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 19.65 ms | 1 - 18 MB | NPU | Use Export Script |
55
- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 27.042 ms | 80 - 95 MB | NPU | Use Export Script |
56
- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 16.752 ms | 1 - 12 MB | NPU | Use Export Script |
57
- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 22.46 ms | 77 - 88 MB | NPU | Use Export Script |
58
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 38.719 ms | 1 - 1 MB | NPU | Use Export Script |
59
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 43.057 ms | 133 - 133 MB | NPU | Use Export Script |
60
- | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 9.118 ms | 18 - 28 MB | NPU | Use Export Script |
61
- | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 7.251 ms | 36 - 57 MB | NPU | Use Export Script |
62
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 5.952 ms | 40 - 43 MB | NPU | Use Export Script |
63
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 6.414 ms | 0 - 122 MB | NPU | Use Export Script |
64
- | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 6.95 ms | 39 - 49 MB | NPU | Use Export Script |
65
- | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 9.118 ms | 18 - 28 MB | NPU | Use Export Script |
66
- | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 5.959 ms | 40 - 42 MB | NPU | Use Export Script |
67
- | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 7.399 ms | 17 - 31 MB | NPU | Use Export Script |
68
- | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 5.783 ms | 42 - 44 MB | NPU | Use Export Script |
69
- | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 6.95 ms | 39 - 49 MB | NPU | Use Export Script |
70
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 4.828 ms | 35 - 53 MB | NPU | Use Export Script |
71
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 5.116 ms | 51 - 69 MB | NPU | Use Export Script |
72
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 4.078 ms | 5 - 19 MB | NPU | Use Export Script |
73
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 4.347 ms | 6 - 21 MB | NPU | Use Export Script |
74
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 3.496 ms | 40 - 52 MB | NPU | Use Export Script |
75
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 3.769 ms | 41 - 52 MB | NPU | Use Export Script |
76
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 4.939 ms | 40 - 40 MB | NPU | Use Export Script |
77
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 4.944 ms | 106 - 106 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 | 122.517 ms | 1 - 11 MB | NPU | Use Export Script |
43
+ | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 98.005 ms | 1 - 22 MB | NPU | Use Export Script |
44
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 37.094 ms | 0 - 3 MB | NPU | Use Export Script |
45
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 43.552 ms | 8 - 73 MB | NPU | Use Export Script |
46
+ | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 43.524 ms | 1 - 11 MB | NPU | Use Export Script |
47
+ | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 122.517 ms | 1 - 11 MB | NPU | Use Export Script |
48
+ | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 37.184 ms | 0 - 3 MB | NPU | Use Export Script |
49
+ | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 75.209 ms | 1 - 17 MB | NPU | Use Export Script |
50
+ | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 37.08 ms | 1 - 3 MB | NPU | Use Export Script |
51
+ | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 43.524 ms | 1 - 11 MB | NPU | Use Export Script |
52
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 26.734 ms | 1 - 19 MB | NPU | Use Export Script |
53
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 34.136 ms | 41 - 60 MB | NPU | Use Export Script |
54
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 18.158 ms | 0 - 14 MB | NPU | Use Export Script |
55
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 23.994 ms | 38 - 53 MB | NPU | Use Export Script |
56
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 15.238 ms | 0 - 12 MB | NPU | Use Export Script |
57
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 22.515 ms | 38 - 49 MB | NPU | Use Export Script |
58
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 37.481 ms | 0 - 0 MB | NPU | Use Export Script |
59
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 41.935 ms | 66 - 66 MB | NPU | Use Export Script |
60
+ | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 6.271 ms | 17 - 26 MB | NPU | Use Export Script |
61
+ | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 5.153 ms | 20 - 41 MB | NPU | Use Export Script |
62
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 3.987 ms | 20 - 22 MB | NPU | Use Export Script |
63
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 4.53 ms | 0 - 142 MB | NPU | Use Export Script |
64
+ | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 4.711 ms | 19 - 29 MB | NPU | Use Export Script |
65
+ | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 6.271 ms | 17 - 26 MB | NPU | Use Export Script |
66
+ | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 3.925 ms | 17 - 19 MB | NPU | Use Export Script |
67
+ | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 5.354 ms | 20 - 34 MB | NPU | Use Export Script |
68
+ | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 3.982 ms | 20 - 22 MB | NPU | Use Export Script |
69
+ | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 4.711 ms | 19 - 29 MB | NPU | Use Export Script |
70
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 3.15 ms | 3 - 22 MB | NPU | Use Export Script |
71
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.416 ms | 26 - 45 MB | NPU | Use Export Script |
72
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2.61 ms | 0 - 17 MB | NPU | Use Export Script |
73
+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2.819 ms | 0 - 11 MB | NPU | Use Export Script |
74
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 2.46 ms | 18 - 30 MB | NPU | Use Export Script |
75
+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2.693 ms | 21 - 31 MB | NPU | Use Export Script |
76
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3.358 ms | 20 - 20 MB | NPU | Use Export Script |
77
+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3.416 ms | 126 - 126 MB | NPU | Use Export Script |
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