DPDFNet8-48kHz-HR-CoreML / conversion-report.json
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Publish validated DPDFNet-8 48 kHz HR Core ML models
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{
"profile": "dpdfnet8_48khz_hr",
"title": "DPDFNet-8 48 kHz HR",
"sample_rate": 48000,
"fft_size": 960,
"hop_size": 480,
"frequency_bins": 481,
"state_size": 90228,
"initial_state_file": "DPDFNet8-48kHz-HR-initial-state-f32.bin",
"explicit_model": "DPDFNet8-48kHz-HR-Streaming.mlpackage",
"explicit_fp32_model": "DPDFNet8-48kHz-HR-Streaming-FP32.mlpackage",
"resident_model": "DPDFNet8-48kHz-HR-Streaming-State.mlpackage",
"validation": {
"frames": 12,
"explicit_output": {
"correlation": 0.947946065142028,
"rmse": 3.893856714104503e-05,
"normalized_rmse": 0.32710598086035414,
"maximum_absolute_error": 0.0012576451554195955
},
"explicit_state": {
"correlation": 0.9999467338275237,
"rmse": 0.04196493600879798,
"normalized_rmse": 0.010528274540685103,
"maximum_absolute_error": 1.6826057434082031
},
"explicit_fp32_output": {
"correlation": 0.9999999999978705,
"rmse": 2.4813914763949285e-10,
"normalized_rmse": 2.084509144480301e-06,
"maximum_absolute_error": 8.614733815193176e-09
},
"explicit_fp32_state": {
"correlation": 1.0,
"rmse": 2.2694979521550228e-07,
"normalized_rmse": 5.693776705581377e-08,
"maximum_absolute_error": 7.62939453125e-06
},
"resident_output": {
"correlation": 0.948265912408812,
"rmse": 3.8776391950674115e-05,
"normalized_rmse": 0.3257436175631805,
"maximum_absolute_error": 0.0012576451554195955
},
"resident_state": {
"correlation": 0.9999467631267146,
"rmse": 0.041953802323728584,
"normalized_rmse": 0.010525481292220825,
"maximum_absolute_error": 1.6826057434082031
},
"explicit_warm_median_ms": 7.046083512250334,
"explicit_fp32_warm_median_ms": 6.464417005190626,
"resident_warm_median_ms": 6.933166994713247
}
}