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Author SHA1 Message Date
osobhandClaude Opus 4.7 1760309b39 rtx-csm: gap analysis vs Sesame Labs full voice stack
Researched what Sesame has actually disclosed publicly (vs. marketed)
and compared systematically against rtx-csm's shipped surface.

Key findings:

1. **rtx-csm has shipped a SUPERSET of Sesame's open release.** CSM-1B
   inference + voice cloning + Q8 + production WebSocket server +
   three-backend STT pipeline + per-phase observability — Sesame ships
   inference code only.

2. **Sesame's deployed Maya is a cascaded STT->LLM->TTS pipeline**,
   same architecture pattern as rtx-csm. Their research blog explicitly
   states future work is "fully duplex models" — Maya today isn't
   duplex either. We're structurally equivalent at the pipeline level
   to Kyutai Unmute, Sesame's closest peer.

3. **Marketing latency claims are unverified.** "Sub-200 ms TTFA"
   appears in third-party blogs, not in any Sesame paper. Production
   benchmarks of similar cascaded stacks show 250-300 ms TTFT
   (gpt-realtime, Unmute) — our 280-380 ms TTS-side is competitive.
   Z.AI provider TTFT (~1.3 s) is the dominant cost in our 1.96 s
   end-to-end.

4. **Critical correction**: Sesame ships SilentCipher (their fork of
   Sony's), NOT AudioSeal (which is Meta's). Our Phase 4 AudioSeal
   work is functionally equivalent but isn't the *literal* Sesame
   watermarker. SilentCipher port is ~1-2 days.

5. **What's gated on Sesame**: CSM-3B / CSM-8B variants (trained but
   never released), Maya personality fine-tune dataset, distilled
   wearable variant. The Oct 2025 Series B + smart-glasses pivot
   suggests they're unlikely to release any of these.

Punch-list of remaining gaps captured in the doc with status (Closed/
Partial/Open/N/A) per capability.

Recommended next chunks (prioritized):
  1. SilentCipher port (~1-2 days) — literal Sesame watermarker parity
  2. clawsample-csm integration (~5-10 days) — separate plan exists
  3. Tier 2.1 VoXtream look-ahead (~5-7 days) — diminishing returns
     after Phase 9.2's chunk_frames tuning
  4. Tier 3 Frame-Stacked / VADUSA (training-required, ~3-6 weeks)
  5. Distilled CSM (speculative, wait for product target)

Defensible framing: "rtx-csm is Sesame's open release + voice cloning
+ production HTTP/WS server + Kyutai-style cascaded duplex. Remaining
gap to internal Maya is (a) SilentCipher watermarker, (b) Sesame's
proprietary fine-tune dataset, (c) larger CSM variants Sesame chose
not to release."

Co-Authored-By: Claude Opus 4.7 (1M context) <[email protected]>
2026-04-27 12:14:04 -07:00