CCadenceOpen Cadence

Research and comparison

Built with the field, not against it.

Cadence is an early communication prototype. It is designed to complement, not replace, AAC assessment, dedicated access systems, voice banking, or established AAC software. These sources explain the design choices and the boundaries of our claims.

Where Cadence fits

CategoryWhat it addressesCadence's complementary role

Established AAC systems

Symbol boards, text-to-speech apps, and dedicated AAC software

Established AAC tools provide vocabulary, symbols, text, speech, and configurable access methods. Source: ASHA AAC Practice PortalCadence is a complementary live-conversation layer. It stages short options from the current conversation, while the person chooses every word.

Predictive text research

Google SpeakFaster

SpeakFaster studies language-model assisted text entry for AAC users, including motor-action savings in offline simulation and user evaluation. Source: SpeakFaster, Nature CommunicationsCadence takes inspiration from multiple candidate choices, then focuses on a live room transcript, quick reactions, repair, floor-holding, and user-led openers.

Personal voice and live speech

Apple Personal Voice and Live Speech

Personal Voice and Live Speech help people create or choose a voice and type text for speech output. Source: Apple AccessibilityCadence offers browser device speech or selected cloud speech, plus an optional writing-style card to guide wording. It does not claim to replace voice banking or cloning.

Atypical-speech recognition

Voiceitt

Voiceitt is designed to recognize a person's non-standard speech for communication, dictation, and captions. Source: VoiceittCadence instead listens to the surrounding conversation and can turn a short spoken or typed idea into candidate replies. These are different needs and can be complementary.

Dedicated eye-gaze AAC

Tobii Dynavox eye-gaze systems

Dedicated products support eye gaze, touch, and switch access across comprehensive AAC solutions. Source: Tobii Dynavox overviewCadence's local-camera eye-gaze focus is an experimental browser access option. It is not a substitute for a dedicated eye-tracking system or AAC assessment.

Research used

Design evidence, clearly attributed.

AAC fit and support

AAC outcomes depend on the person, access method, environment, and communication partners.

Read source

AAC abandonment

Effort, training, support, and fit can affect adoption.

Read source

Eye control and switch scanning

Access-method choice should consider both performance and qualitative feedback.

Read source

Cognitive accessibility

Limiting distractions and unnecessary content helps people stay focused on their task.

Read source

WCAG 2.2

Target size, keyboard access, and visible focus are baseline web-access considerations.

Read source