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noise-reduction-integration

Add or modify noise-reduction providers in assistant-api with denoiser factory wiring, packet safety, and UI option compatibility.

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rapidaai/voice-ai
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23 de agosto de 2026 às 07:23
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SKILL.md
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name
noise-reduction-integration
description
Add or modify noise-reduction providers in assistant-api with denoiser factory wiring, packet safety, and UI option compatibility.
# Noise Reduction Integration Skill ## Mission Integrate denoisers that suppress background noise while preserving speech quality, low latency, and packet ordering. ## Inputs expected from user 1. Runtime type: native library, SDK, or service API. 2. Input audio assumptions: sample rate, channels, encoding. 3. Tradeoff target: stronger suppression vs natural voice. If user does not answer: - Assume 16kHz LINEAR16 mono internal input. - Keep current chunk cadence and low-latency defaults. ## Hard boundaries In scope: - `api/assistant-api/internal/denoiser/internal/<provider>/...` - `api/assistant-api/internal/denoiser/denoiser.go` - optional compatibility updates in `api/assistant-api/internal/type/packet.go` - `ui/src/providers/<provider>/noise.json` Out of scope: - STT/TTS provider internals - VAD/EOS internal algorithms - telephony transport internals ## Packet contract Input: - `DenoiseAudioPacket` Required outputs: - `DenoisedAudioPacket` with stable context and chunk ordering - preserve downstream cadence expectations for VAD/STT/EOS - on processing errors, fallback to original audio with `NoiseReduced=false` Optional diagnostics: - `ConversationEventPacket{Name:"denoise"}` for provider/debug context ## Implementation workflow 1. Pick baseline (`rn_noise`, `krisp`). 2. Implement provider under `internal/<provider>/`. 3. Register provider in `denoiser.go` factory switch. 4. Ensure lifecycle safety (`Close`, context cancellation, cleanup). 5. Wire provider config/metadata and `noise.json` where needed. 6. Add unit tests for selection/fallback/chunk integrity. ## Done criteria - Provider selectable by `microphone.denoising.provider`. - No edits under VAD/EOS provider internals. - Denoised packet behavior validated by tests. ## Governed lifecycle - Classify work as Fast, Standard, or Governed using `DEVELOPMENT_PROCESS.md`; use the full gated lifecycle only for Governed work. - This skill operates only in its assigned phase and path ownership; it may not approve its own plan or code review. - Governed implementation starts only from a coordinator-attested approved plan; Fast and Standard work follows its lighter documented lifecycle. - Return changed-file and verification evidence to the coordinator, then route the complete verified diff to the read-only `code-reviewer`. ## Validation commands - `go test ./api/assistant-api/internal/denoiser/...` - `go test -run TestGetDenoiser ./api/assistant-api/internal/denoiser/...` - `cd ui && yarn test providers` - `./.claude/skills/noise-reduction-integration/scripts/validate.sh --check-diff --provider <provider>`
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