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Noise Reduction Integration | Skills Pool

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Noise Reduction Integration

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

rapidaai533 starsMar 23, 2026

Occupation
Categories: IDE Plugins

Skill Content

Noise Reduction Integration Skill

Mission

Integrate denoisers that reduce background noise while preserving speech intelligibility, timing stability, and packet ordering.

Inputs expected from user

Provider/runtime type: native library, SDK, or cloud API.
Input audio assumptions: sample rate, channels, encoding.
Target tradeoff: stronger suppression vs speech naturalness.

If missing:

Assume mono LINEAR16 internal audio path.
Preserve existing frame/chunk cadence and low-latency defaults.

Hard boundaries

In scope:

api/assistant-api/internal/denoiser/internal/<provider>/...
api/assistant-api/internal/denoiser/denoiser.go
api/assistant-api/internal/type/packet.go only if packet compatibility requires it

Related Skills

Quick Install

Noise Reduction Integration

npx skills add rapidaai/voice-ai

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Author: rapidaai
stars: 533
Updated: Mar 23, 2026
Occupation

On this page

01Noise Reduction Integration Skill

provider option wiring for microphone.denoising.provider in API/UI config paths

Out of scope:

STT/TTS model internals
EOS/VAD algorithms
telephony transport adapters unless required by codec compatibility

Packet contract

Input:

DenoiseAudioPacket

Required behavior:

emit denoised audio without changing packet ordering
preserve timestamps/chunk cadence expected by downstream STT/VAD/EOS
avoid generating duplicate or empty audio packets

Optional diagnostics:

conversation/debug events with denoiser provider and processing stats

Implementation workflow

Pick nearest baseline (rn_noise, krisp).
Implement provider package under internal/<provider>/.
Register provider in denoiser factory switch.
Handle init/close lifecycle and fallback behavior safely.
Wire provider option/config in API and UI provider config where needed.
Add provider tests for default selection, invalid provider fallback, and chunk integrity.

Validation commands

go test ./api/assistant-api/internal/denoiser/...
go test -run TestGetDenoiser ./api/assistant-api/internal/denoiser/...
cd ui && yarn test providers
./skills/noise-reduction-integration/scripts/validate.sh --check-diff --provider <provider>

References

references/checklist.md
references/noise-reduction-checklist.md
examples/sample.md

02

Mission

03Inputs expected from user

04Hard boundaries

05Packet contract

06Implementation workflow

07Validation commands

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