One phone model for every participant, one reading on your scale

When the protocol fixes the phone, we read every recording on your scale. The phones come from us, set up with our app, or from your eCOA vendor.

An older participant at home with a phone
Why a fixed phone

The same capture chain for every participant

A single phone model gives every recording the same microphone and the same recording mode, from screening to the last visit.

Same model, same recording mode

Every participant records through the same audio path, chosen from our reading of that phone’s firmware.

Simpler validation

One capture configuration to document for verification and the vendor qualification.

When the protocol requires it

For studies where sponsors, ethics committees or regulators ask for a provisioned device.

Phones we supply

Study phones, set up and ready to record

Don’t worry about the phones: we take care of everything for you, from choosing the model to setting it up and replacing it.

Model chosen from the firmware

We select a model and chip variant whose capture chain we have read, and fix the recording mode the app uses.

Our app, set up for your study

Tasks, languages and visit schedule configured for the protocol, at the site or at home.

Logged from the first recording

Each phone, its software build and the app version travel with every recording.

Replacements traced

A replacement phone is logged with its build, and its recordings are read against the same reference.

Capture platform

Phones differ in what they do to speech, even in the same recording mode. Pick a phone to see each mode, and the one our app uses: unprocessed on Android where the phone declares it, otherwise voice recognition, and measurement mode on iOS.

Cephalgo · Firmware reading

Pick a phone

iPhone 16 ProiOS · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
MeasurementOur appOffOffOff
Ordinary recordingOffOnOn

In measurement mode: a calibration filter, a 30 Hz high-pass and a fixed gain. iOS 18.3 rebuilt the microphone input stage without adding noise reduction or dynamics; readings are recalibrated across the update.

iPhone 14 ProiOS · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
MeasurementOur appOffOffOff
Ordinary recordingOffOnOn

In measurement mode: a calibration filter, a 30 Hz high-pass and a fixed gain. An iOS 16 update gave each microphone its own filter without adding noise reduction or dynamics; readings are recalibrated across the update.

Pixel 9Google Tensor · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
UnprocessedNot declared by this phone, so our app uses voice recognition
Voice recognitionOur appOffOffOff
Ordinary recordingOff0 dB rangeOn

Voice recognition runs every processing block bypassed. Ordinary recording adds a multiband compressor.

Pixel 10Google Tensor · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
UnprocessedNot declared by this phone, so our app uses voice recognition
Voice recognitionOur appOffOffOff
Ordinary recordingOnOnOn

Same software build as the Pixel 9, different processing on ordinary recording, so the model is logged with every recording.

Galaxy S23Qualcomm Snapdragon · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
UnprocessedNot declared by this phone, so our app uses voice recognition
Voice recognitionOur appOffOffOn
Ordinary recordingOffOffOff

Voice recognition runs a compressor on loud speech, an expander on quiet passages and a limiter. Recalibration covers it when participants bring this phone; as a study phone we would choose a model without them.

Galaxy S24Samsung Exynos · read from stock firmware
Recording modeNoise suppressionGain controlCompressor or limiter
UnprocessedNot declared by this phone, so our app uses voice recognition
Voice recognitionOur appOffOffOff
Ordinary recordingOffOffOff

Voice recognition runs no suppression, gain control or dynamics: a fixed high-pass, a fixed gain, channel selection and a short fade-in at stream start.

The recording modes

Unprocessed
Android’s optional raw mode: the platform rule allows a level multiplier only. Few phones declare it.
Voice recognition
Required on every Android phone, with noise reduction and gain control off by default; about half the phones we read still add a compressor or limiter.
Measurement
Apple’s mode for minimal system processing, on the primary microphone.
Ordinary recording
The phone maker’s default chain, often with compression or noise suppression.
Your vendor’s phones

Phones from your eCOA vendor, read the same way

If your eCOA or app vendor already provisions phones, we read the audio they record. No second device for participants.

Advice on the model

Before the phones are bought, we tell you what each candidate model does to speech, recording mode by recording mode.

The mode to request

We give your vendor the recording mode to request on each model; the reading comes from the audio, so their app stays in place.

Quality flags on every recording

Noise, clipping and speech duration read from each file, whichever app made it.

One reading across vendors

The same reading on your scale if a study moves from one vendor to another.

What firmware does to speech
34Android phones across three chip families, read from stock firmware
30iPhone models, from firmware files and manifests
When a phone changes

A fixed model still changes over a trial

Software updates and replacement phones change the processing, even on one model. Each reading is recalibrated from the audio, so it stays stable across conditions.

Software updates

A minor update can retune the recording path; each reading is recalibrated so it stays stable across conditions.

Replacement phones

The same model can arrive with a newer build or a different chip variant.

Your analysis, unchanged

Our model and the study’s measure definitions stay fixed; your longitudinal analysis runs as planned.

Audio untouched, blind to arm

Recalibration acts on the measures alone and runs blind to treatment arm.

How recalibration works
Study phones or own phones

Both work, and we support both

The choice depends on the protocol, the population and the sites. The tasks and the reading on your scale stay the same either way.

Study phones

Strengths

  • One capture chain for every participant
  • One configuration to document for verification
  • Open to people without a suitable phone
  • Meets protocols that require a provisioned device

Trade-offs

  • Phones to buy, ship and replace
  • A second device for participants to carry and charge
  • Updates and replacements still change processing over a trial

Best when the protocol asks for a provisioned device, or many participants lack a suitable phone.

Own phones (BYOD)

Strengths

  • No devices to buy, stock or ship
  • Participants use the phone they already carry
  • Scales across sites and countries without device logistics

Trade-offs

  • Many models and recording modes to read
  • Needs a compatible smartphone
  • More models and builds to follow over a trial

Best when the trial spans many sites and countries, or follow-up is long.

We handle the phone logistics and the recalibration either way, and mixed designs work too: study phones where needed, own phones elsewhere, site recordings and audio you already hold, all read the same way.

Bring your own device

Plan a study with study phones

Share your protocol, the phone your vendor proposes, or ask us to supply the phones.

Request

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