Audio Coding on Audio 16kHz 22kHz (test)
0.7Bitrate (kbps)TAAE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TAAE# Parameters=950M, Training GPU Budget=16 H100 × 650k+ steps, Streamable=✗, SED=✗, SSRR=✓2026.03 | 0.7 | 25 | 37.4 | — | 0.0019 | 0.002 | 0.0039 | |
| FocalCodec-Stream# Parameters=249M, Streamable=✓, Lookahead=60ms, SED=✗, SSRR=✗2026.03 | 0.8 | 50 | 13.5 | 80 | 0.0012 | 0.0005 | 0.0017 | |
| MagiCodec# Parameters=210M, Streamable=✓, Lookahead=20ms, SED=✗, SSRR=✗2026.03 | 0.85 | 50 | 7.1 | 40 | 0.0005 | 0.0004 | 0.0009 | |
| BigCodec# Parameters=159M, Training GPU Budget=8 A100 × 600k steps, Streamable=✗, SED=✗, SSRR=✗2026.03 | 1.04 | 80 | 67.1 | — | 0.005 | 0.0051 | 0.0101 | |
| NanoCodec# Parameters=62M, Training GPU Budget=48 A100 × 196k steps, Streamable=✗†, SED=✗, SSRR=✗2026.03 | 1.78 | 12.5 | 48.5 | — | 0.0026 | 0.0042 | 0.0068 | |
| DAC-8# Parameters=75M, Streamable=✗, SED=✗, SSRR=✗2026.03 | 4 | 50 | 40.1 | — | 0.0008 | 0.0011 | 0.0019 | |
| JHCodec-M-8# Parameters=271M, Training GPU Budget=1 H200 × 1.4M steps, Streamable=✓, Lookahead=0ms, SED=✓, SSRR=✓2026.03 | 4 | 50 | 13.6 | 26.8 | 0.0006 | 0.0005 | 0.0011 | |
| Mimi-32# Parameters=79M, Training GPU Budget=8 A100 × 1M steps, Streamable=✓, Lookahead=0ms, SED=✓, SSRR=✗2026.03 | 4.4 | 12.5 | 8.1 | 86.7 | 0.0012 | 0.0008 | 0.002 |