全基线公共 Benchmark · 22 点 Pareto 地图¶
状态：passed。这是 outcome-aware 的探索性整合，不是事前冻结的冠军实验；六个视图在全矩阵派生前固定，没有单一综合分。
22 个 operating points¶
repr 与完整 wire 分列；worst ΔER 是 Qwen/Fun 的中英与 Parakeet 英文五个 mean 中最差者；state 是已计 learned decoder tensor/state，不代表完整程序/RAM/算力。速度因协议和硬件异构，不进入本表 Pareto。
| point | repr kbps | wire kbps | overhead | state MiB | ViSQOL | STOI | worst ΔER | WavLM | speaker | fronts |
|---|---|---|---|---|---|---|---|---|---|---|
codec2_1200bps |
1.198 | 1.733 | 44.7% | 0.0 | 3.711 | 0.630 | 0.026 | 0.908 | 0.711 | 5/6 |
codec2_2400bps |
2.398 | 2.935 | 22.4% | 0.0 | 3.734 | 0.632 | 0.026 | 0.913 | 0.718 | 1/6 |
codec2_3200bps |
3.198 | 3.734 | 16.8% | 0.0 | 3.740 | 0.642 | 0.053 | 0.932 | 0.747 | 1/6 |
dac_6kbps |
6.003 | 10.320 | 71.9% | 283.0 | 4.549 | 0.973 | 0.011 | 0.994 | 0.991 | 6/6 |
encodec_12kbps |
12.009 | 12.859 | 7.1% | 88.8 | 4.311 | 0.943 | 0.018 | 0.983 | 0.984 | 3/6 |
encodec_1_5kbps |
1.501 | 2.346 | 56.3% | 88.8 | 4.136 | 0.816 | 0.130 | 0.913 | 0.846 | 1/6 |
encodec_24kbps |
24.019 | 24.869 | 3.5% | 88.8 | 4.331 | 0.956 | 0.025 | 0.987 | 0.989 | 2/6 |
encodec_3kbps |
3.002 | 3.847 | 28.1% | 88.8 | 4.230 | 0.874 | 0.019 | 0.958 | 0.930 | 2/6 |
encodec_6kbps |
6.005 | 6.850 | 14.1% | 88.8 | 4.275 | 0.915 | 0.021 | 0.974 | 0.969 | 2/6 |
opus_12kbps |
12.038 | 13.845 | 15.0% | 0.0 | 4.302 | 0.961 | 0.014 | 0.990 | 0.984 | 2/6 |
opus_24kbps |
24.075 | 25.884 | 7.5% | 0.0 | 4.266 | 0.991 | 0.011 | 0.997 | 0.994 | 6/6 |
opus_6kbps |
6.019 | 7.822 | 30.0% | 0.0 | 3.785 | 0.849 | 0.015 | 0.950 | 0.861 | 1/6 |
wavtokenizer_large_unified_480bps |
0.481 | 1.806 | 275.6% | 324.7 | 4.137 | 0.835 | 0.307 | 0.911 | 0.861 | 6/6 |
moss_v1_q6_750bps |
0.754 | 2.171 | 188.0% | 3387.3 | 4.205 | 0.915 | 0.030 | 0.981 | 0.959 | 5/6 |
moss_v1_q8_1000bps |
1.005 | 2.424 | 141.1% | 3387.3 | 4.236 | 0.930 | 0.015 | 0.987 | 0.972 | 6/6 |
moss_v1_q16_2000bps |
2.011 | 3.430 | 70.6% | 3387.3 | 4.290 | 0.956 | 0.004 | 0.994 | 0.988 | 6/6 |
moss_v1_q32_4000bps |
4.022 | 5.441 | 35.3% | 3387.3 | 4.326 | 0.970 | 0.010 | 0.996 | 0.994 | 6/6 |
quark_hcodec_1_0_fixed_2000bps |
2.005 | 3.261 | 62.7% | 555.1 | 4.501 | 0.928 | 0.015 | 0.985 | 0.976 | 5/6 |
quark_hcodec_1_5_threshold_0_4 |
0.915 | 2.564 | 180.1% | 2620.0 | 4.316 | 0.853 | 0.050 | 0.967 | 0.945 | 1/6 |
quark_hcodec_1_5_threshold_0_6 |
1.451 | 3.101 | 113.7% | 2620.0 | 4.403 | 0.905 | 0.032 | 0.982 | 0.966 | 4/6 |
quark_hcodec_1_5_threshold_0_8 |
1.931 | 3.582 | 85.5% | 2620.0 | 4.424 | 0.919 | 0.026 | 0.983 | 0.969 | 2/6 |
bigcodec_official_1040bps |
1.041 | 2.125 | 104.1% | 316.3 | 4.377 | 0.920 | 0.027 | 0.974 | 0.962 | 6/6 |
六个探索性视图¶
| view | frontier | dominated | edges |
|---|---|---|---|
representation_quality_all |
12 | 10 | 54 |
wire_quality_all |
11 | 11 | 41 |
wire_content_en |
14 | 8 | 13 |
wire_content_zh |
14 | 8 | 20 |
wire_bilingual_content |
8 | 14 | 42 |
minimum_sufficient_speech |
20 | 2 | 2 |
representation_quality_all¶
Separate learned representation efficiency from serialized-container overhead.
Frontier：dac_6kbps, opus_24kbps, wavtokenizer_large_unified_480bps, moss_v1_q6_750bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, quark_hcodec_1_0_fixed_2000bps, quark_hcodec_1_5_threshold_0_4, quark_hcodec_1_5_threshold_0_6, quark_hcodec_1_5_threshold_0_8, bigcodec_official_1040bps。
wire_quality_all¶
Compare complete source-blind wire artifacts against automatic quality and speaker proxies.
Frontier：codec2_1200bps, dac_6kbps, opus_24kbps, wavtokenizer_large_unified_480bps, moss_v1_q6_750bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, quark_hcodec_1_0_fixed_2000bps, quark_hcodec_1_5_threshold_0_6, bigcodec_official_1040bps。
wire_content_en¶
English wire/content frontier under all three open evaluator families plus STOI.
Frontier：codec2_1200bps, dac_6kbps, encodec_12kbps, encodec_24kbps, encodec_3kbps, encodec_6kbps, opus_24kbps, wavtokenizer_large_unified_480bps, moss_v1_q6_750bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, quark_hcodec_1_0_fixed_2000bps, bigcodec_official_1040bps。
wire_content_zh¶
Mandarin wire/content frontier under the two supported independent open evaluator families plus STOI.
Frontier：codec2_1200bps, dac_6kbps, encodec_12kbps, opus_12kbps, opus_24kbps, wavtokenizer_large_unified_480bps, moss_v1_q6_750bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, quark_hcodec_1_0_fixed_2000bps, quark_hcodec_1_5_threshold_0_6, quark_hcodec_1_5_threshold_0_8, bigcodec_official_1040bps。
wire_bilingual_content¶
Conservative bilingual content view using the worst supported open-evaluator delta and weaker-language STOI.
Frontier：codec2_1200bps, dac_6kbps, opus_24kbps, wavtokenizer_large_unified_480bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, bigcodec_official_1040bps。
minimum_sufficient_speech¶
Project north-star exploratory view: wire, worst open content, weaker-language intelligibility and speaker proxy, plus charged decoder learned state.
Frontier：codec2_1200bps, codec2_2400bps, codec2_3200bps, dac_6kbps, encodec_12kbps, encodec_1_5kbps, encodec_24kbps, encodec_3kbps, encodec_6kbps, opus_12kbps, opus_24kbps, opus_6kbps, wavtokenizer_large_unified_480bps, moss_v1_q6_750bps, moss_v1_q8_1000bps, moss_v1_q16_2000bps, moss_v1_q32_4000bps, quark_hcodec_1_0_fixed_2000bps, quark_hcodec_1_5_threshold_0_6, bigcodec_official_1040bps。
解释边界¶
- 现代内容轴统一使用 Qwen3-ASR、Fun-ASR-Nano 与 English-only Parakeet；Whisper/SenseVoice 只保留历史桥接。
- Parakeet 中文缺失不进入中文视图，也不填 0；负 ΔER 不解释为恢复真实内容。
- mean dominance 不是统计显著性；各 source aggregate 的 95% CI 保留在
points.jsonl。 - 不同 timing profile 只按 cohort 报告，禁止跨 Mac/GPU、冷/热启动和实现直接排速度名次。
- 自动指标不替代内容/身份/表达/总体四维人工终审，也不证明 streaming、弱网、实体安全或论文原生复现。
完整 dominance edge 在 dominance_edges.jsonl；Agent Baseline 的选择必须按冻结的 role/feasibility 规则单独裁决，不能按 fronts 次数投票。