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Enterprise Layer Intelligence
Categories/AI Orchestration & MLOps/Panels
Panels

Panels

Founded by Jason Le & Aaron Wenk in 2025

Source high-quality audio datasets for training and evaluating speech models

Pricing model

Demo

Rating

★ Mixed Reviews

Time to value

Long Setup (> 1 day)

You can use Panels to source and produce audio datasets tailored for training and evaluating speech models. It provides off-the-shelf datasets including multilingual speaker-separated recordings, scripted single-speaker audio across various acoustic environments, and human-agent turn-taking evaluation sets. The team also manages custom data collection pipelines from research and scoping through recording, transcription, and quality assurance. Teams can request sample files, order bespoke datasets matched to specific acoustic requirements, or purchase exclusive rights to datasets for their models.

What Panels does

Request dataset samples for model validationOrder custom audio recording pipelinesEvaluate human-agent turn-taking performanceAcquire multi-speaker separated audio tracksLicense exclusive speech datasetsInspect audio transcriptions and quality metricsSpeaker-separated multilingual audio datasetsSingle-speaker scripted audio across diverse acoustic environmentsTurn-taking evaluation datasets for human-agent conversational testingCustom audio data collection and production pipelinesRigorous manual QA and speech transcription reviewOption to buy exclusive dataset ownership rights

Pricing breakdown

Pricing model: Book a demo

Tutorials & Demos

Frequently asked

AWS S3 (Data Delivery), Google Cloud Storage, Azure Blob Storage, Python SDK (Unverified), REST API (Unverified)

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Panels, audio datasets, speech models, voice AI, speech recognition, speaker separation, turn taking evaluation, acoustic data, audio collection, machine learning training data, conversational AI, speech synthesis, TTS training, ASR training, custom audio datasets