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noise-reduction-integration

Name: Noise Reduction Integration
Author: rapidaai

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

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stars:652

forks:99

updated:23 de março de 2026 às 05:24

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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

Runtime type: native library, SDK, or service API.
Input audio assumptions: sample rate, channels, encoding.
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

Pick baseline (rn_noise, krisp).
Implement provider under internal/<provider>/.
Register provider in denoiser.go factory switch.
Ensure lifecycle safety (Close, context cancellation, cleanup).
Wire provider config/metadata and noise.json where needed.
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.

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>

related-skills.json

mesmo repositório

noise-reduction-integration.md

from "rapidaai/voice-ai"

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

2026-03-23652

end-of-speech-integration.md

from "rapidaai/voice-ai"

Add or modify end-of-speech integrations in assistant-api with strict separation from VAD internals. Use for transcript/audio/history-aware turn-finalization logic, provider wiring, and EOS UI config.

2026-03-23652

llm-integration.md

from "rapidaai/voice-ai"

Add or modify LLM/integration providers in integration-api with caller factory wiring, unified provider routing, streaming behavior, and metric/audit compatibility.

2026-03-23652

local-setup-and-run.md

from "rapidaai/voice-ai"

Explain and validate local setup paths for this repo with Docker and without Docker. Use when developers need exact prerequisites, startup commands, health checks, and troubleshooting steps.

2026-03-23652

stt-integration.md

from "rapidaai/voice-ai"

Add or modify speech-to-text providers in assistant-api with transport-aware ingestion (WS/SDK/HTTP), transcript packet correctness, and UI/provider wiring.

2026-03-23652

system-understanding.md

from "rapidaai/voice-ai"

Build a code-grounded implementation plan before coding. Use to trace packet flow, factory boundaries, provider config loading, and exact file-level change scope for a requested integration.

2026-03-23652

package.json

"author": "rapidaai"

"repository": "rapidaai/voice-ai"

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Desenvolvedores de softwareInformática e Matemática15-1252L4

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

Runtime type: native library, SDK, or service API.
Input audio assumptions: sample rate, channels, encoding.
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

Pick baseline (rn_noise, krisp).
Implement provider under internal/<provider>/.
Register provider in denoiser.go factory switch.
Ensure lifecycle safety (Close, context cancellation, cleanup).
Wire provider config/metadata and noise.json where needed.
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.

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>

noise-reduction-integration

Noise Reduction Integration Skill

Mission

Inputs expected from user

Hard boundaries

Packet contract

Implementation workflow

Done criteria

Validation commands

Mais deste repositório

Mais deste repositório

Noise Reduction Integration Skill

Mission

Inputs expected from user

Hard boundaries

Packet contract

Implementation workflow

Done criteria

Validation commands