model-card.md 924 Bytes

Model Card

一页结论

  • 模型名称:ACR Hybrid Encoder
  • 版本:fma-smoke
  • 适用场景:music ACR prototype / retrieval
  • 不适用场景:未经白名单数据验证的生产商用全量上线

1. 模型结构图

flowchart LR
    A[Input Audio] --> B[128 Mel + BandSplit]
    B --> C[Encoder]
    C --> D[Embedding]
    D --> E[Hybrid Retrieval]

2. 关键信息表

内容
embed_dim 192
channels 512
n_mels 128
use_band_split True
benchmark report data/external_smoke/fma_reports_smoke/benchmark-report.md

3. 文字说明

  • 训练方式:retrieval-oriented pair training
  • 模型限制:hard-case accuracy still evolving
  • 风险提示:requires whitelist-reviewed datasets for commercial deployment

4. 细节附录

  • config embedded from source JSON

Sources

  • docs/dataset-spec.md
  • docs/benchmark-report-template.md