Fabio
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1.3 KiB
1.3 KiB
AST AudioSet
AST AudioSet classifies an audio file into the 527 sound classes used by AudioSet. It uses the
MIT ast-finetuned-audioset-10-10-0.4593 checkpoint.
The default self-contained package is
AST-AudioSet-GGUF/ast-audioset-f32.gguf under
audio-cpp/audio.cpp-gguf. Only F32 is packaged.
build/debug/bin/audiocpp_cli \
--task cls \
--family ast_audioset \
--model /path/to/AST-AudioSet-GGUF/ast-audioset-f32.gguf \
--audio input.wav \
--backend cuda \
--threads 8 \
--request-option top_k=10 \
--log
Request options (use with --request-option)
| Option | Values | Default | Description |
|---|---|---|---|
top_k |
1 to 527 |
10 |
Number of highest-scoring AudioSet classes to return. |
Session options (use with --session-option)
| Option | Values | Default | Description |
|---|---|---|---|
ast_audioset.attention |
auto, flash, eager |
auto |
Attention lowering. |
ast_audioset.weight_type |
native, f32, f16, bf16, q8_0, q4_0, q4_k |
native |
Weight storage override. |
The model accepts ordinary audio inputs and resamples them to 16 kHz mono. Audio beyond the model's fixed 10.24-second feature window is truncated, matching the official feature extractor.