Public registry snapshot: 2026-10-03. Enable JavaScript or follow Public model JSON for current registry data.
PIPELINE SETUP
Audio quality comparison
Compare audio quality using specialist predictors and separate listening review.
Setup only · public test unavailable1. Prepare inputs
Source and comparison audio prepared into aligned excerpts.
- Preparation
- Align source and comparison excerpts. Each predictor has its own input contract below.
- Upload limits
- Pipeline encoding, duration, size limits and a public test recipe are not published.
Component contracts (11)
- SHEET mixed-domain MOSoverall quality prediction
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - PAM clean quality (MS-CLAP 2023)clean quality prediction
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - UTMOS 2022naturalness prediction
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - WavLM Transformer MOS (English)overall quality prediction
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - SCOREQ natural no-referencenatural speech quality
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - NISQA TTSsynthetic speech naturalness
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - UTMOSv2naturalness prediction
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - SCOREQ synthetic no-referencesynthetic domain quality
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - NISQA speech qualitymultidimensional quality features
Audio decoded and preprocessed according to upstream model documentation.
Upstream input documentation ↗ - RVC model toolkitvoice-conversion toolkit reference
Input limits and a public execution adapter are not registered.
- DNSMOSsignal, background, overall and P.808 quality features
Input limits and a public execution adapter are not registered.
2. Check the live contract
Separate quality predictions and listening comparisons.
No public pipeline recipe is connected. This executable check resolves component revisions and declared licences; it does not run the models.
API quickstart · no key required
Bash, curl and jq. Run locally; only public GET requests are sent.
set -euo pipefail
CORE="${MODELUSE_CORE:-https://core.modeluse.com}"
PIPELINE_ID='experimental-audio-quality-review'
CHECK_DIR=$(mktemp -d)
trap 'rm -rf "$CHECK_DIR"' EXIT
curl --fail --silent --show-error --max-time 20 "$CORE/v1/pipelines" > "$CHECK_DIR/pipelines.json"
curl --fail --silent --show-error --max-time 20 "$CORE/v1/models" > "$CHECK_DIR/models.json"
jq -en --arg id "$PIPELINE_ID" \
--slurpfile pipelines "$CHECK_DIR/pipelines.json" \
--slurpfile models "$CHECK_DIR/models.json" '
($pipelines[0].items | map(select(.id==$id)) | first) as $p |
if $p == null then error("Pipeline not in live registry") else
{pipeline_id:$p.id, availability:$p.availability,
public_execution_supported_by_this_client:false,
input:$p.input, expected_output:$p.output,
components:[$p.components[] | . as $c |
($models[0].items | map(select(.id==$c.model_id)) | first) as $m |
{component:($c.model_id // $c.inventory_name), role:$c.role,
source:$m.source_url, revision:$m.versions[0].revision,
declared_license:$m.versions[0].license,
input_contract:$m.versions[0].source_details.usage_contract.input}]} end'
# This checks real contracts. This pipeline has no public executable recipe.
3. Production setup
Quality predictors remain separate measurements; validate each model’s scale and licence before combining outputs.
Required Core contract
To test your own pipeline, Core must expose a versioned executable recipe with input/output limits and access requirements, tenant-scoped idempotent admission, and durable job/private artifact retrieval. No public recipe for this pipeline currently binds these steps.