Non-depressed speaker
Depressed speaker
1: Vocal Biomarkers for Mental Health Detection
Source: American Psychiatric Association
What they found: Research shows that a person’s voice contains subtle patterns that reflect emotional and mental wellbeing. By analysing tone, pace, pitch, and pauses, technology can identify signs of stress, anxiety, or low mood from short voice recordings.
​
Why it matters: This means your child’s voice can provide meaningful insights into how they are feeling emotionally. Voice analysis offers a simple, non-invasive way to detect early changes in mental wellbeing and provide support sooner.
​
2: Listening to the Mind
Source: National Institutes of Health (NIH)
What they found: This research demonstrates how artificial intelligence can analyse voice patterns to assess various health conditions, including emotional states and neurological function. The study confirms the accuracy and reliability of AI-driven vocal biomarker analysis.
​
Why it matters: This proves that the AI technology analysing your child's voice is scientifically sound and capable of providing accurate health insights.
​
3: Sound and Acoustics in Healing
Source: Stanford Medicine
What they found: Stanford researchers are exploring how sound frequencies can be harnessed for healing. Their work demonstrates that specific sound frequencies can influence brain activity, emotional regulation, and physical healing processes.
​
Why it matters: This validates the core principle behind the Alignment Protocol's personalised audio tracks, that sound frequencies can actively rebalance and heal the brain.
4: Digital Voice Biomarkers in Healthcare
Source: Frontiers in Digital Health
What they found: This comprehensive research review examines the growing use of digital voice biomarkers in healthcare settings. The study confirms that voice analysis is a valid, non-invasive method for monitoring health conditions and treatment outcomes.
​
Why it matters: Major medical institutions are recognising vocal biomarker technology as a legitimate healthcare tool. Not alternative medicine, but real medicine.
​
5: Sound Therapy and Health Benefits
Source: UCLA Health
What they found: UCLA Health's research review demonstrates that sound therapy can reduce stress and anxiety, improve sleep quality, lower blood pressure and heart rate, and enhance overall wellbeing. The article explains how specific sound frequencies can influence brainwave patterns and trigger the body's relaxation response.
​
Why it matters: This validates that the personalised Alignment Protocol audio tracks aren't just random sounds, they're therapeutic tools that can measurably improve physical and emotional health.
​
6: Sound and Frequency Reduce Stress
Source: Psychology Today
What they found: Research published in Psychology Today reveals that sound frequencies can significantly reduce stress by influencing the autonomic nervous system. The study shows that specific frequencies can shift the body from "fight or flight" mode into a calm, restorative state, with measurable changes in cortisol levels and heart rate variability.
​
Why it matters: This proves that when your child listens to their personalised Alignment Protocol audio tracks, real physiological changes are happening, their nervous system is actually shifting into a calmer, more balanced state.
​
7: The Science and History of Sound Therapy
Source: Cambridge Sleep Sciences
What They Found: Cambridge Sleep Sciences' comprehensive review traces sound therapy from ancient healing practices to modern neuroscience. Their research demonstrates that sound therapy works by entraining brainwaves, promoting neuroplasticity, and activating the parasympathetic nervous system. The study confirms that sound frequencies can create lasting changes in brain function and emotional regulation.
​
Why It Matters: This shows that sound therapy isn't a new-age trend – it's an ancient practice now validated by modern neuroscience. The personalized frequencies in Waves are designed to create real, lasting changes in how your child's brain processes stress and emotions.
​
8: Vocal Biomarkers for Early Health Insights
Source: HIT Consultant
What they found: Researchers are developing technology that can analyse a child’s voice to detect subtle patterns linked to cognitive, neurological, and emotional health. By listening to tone, pace, pitch, and pauses—even in normal conversation—these tools may help identify conditions such as anxiety, ADHD, autism, or other behavioural and cognitive differences.
​
Why it matters: This means your child’s everyday voice could provide important early clues about their wellbeing. Using voice analysis in a non-invasive way could help parents and clinicians support children sooner, potentially improving long-term outcomes.
Research and related articles
Hover over the boxes below to see what they found,
why it matters and to access the link to the full study or article.
Awards, qualifications and memberships
