baby crying
Sean Cate
Sean Cate
March 15, 2024 ·  4 min read

Teen developed an AI app to translate baby cries for parents

In a remarkable display of technological prowess, Palestinian teen Layali Khatib has introduced a groundbreaking solution to a longstanding parental challenge: comprehending a baby’s cries. Khatib’s brainchild, the “Motherhood Guide” mobile app, utilizes artificial intelligence to bridge the communication gap between infants and parents, offering an unprecedented level of understanding and support. This ingenious creation has the potential to revolutionize parenthood by enabling caregivers to decode their baby’s vocal expressions with an astounding accuracy rate of 93%.1 The story behind this innovative venture, its potential impact on postpartum depression, and the app’s place in a landscape of similar technologies converge to herald a new era of parental insight and support.

Origins of the AI Motherhood Guide

The genesis of the Motherhood Guide app can be traced back to Layali Khatib’s personal experience as an older sibling. In 2019, Khatib embarked on a journey to decode the cries of her twin sisters, seeking to interpret their vocal cues and provide them with the care they needed. Little did she know that this quest would lead to the development of an application with far-reaching implications. The app’s initial purpose expanded as Khatib and her mother harnessed its capabilities to better understand her younger brother’s cries, highlighting its versatility and potential for wider application.2

Khatib’s Success and Future Aspirations

The success of the Motherhood Guide app is nothing short of impressive. With a remarkable accuracy rate of 93%, as confirmed by Khatib herself, parents are provided with a tool to decipher the nuanced language of their infants’ cries reliably. This achievement showcases Khatib’s technical knowledge and offers a beacon of hope for parents worldwide who often grapple with the challenge of interpreting their babies’ needs. Additionally, Khatib envisions expanding the app’s capabilities to include the detection of autism, a testament to her commitment to leveraging technology for societal betterment. However, it’s important to note that despite the app’s success, it has not yet been released for public use, leaving eager parents anticipating its eventual availability.

Read: Holding Your Crying Baby isn’t Spoiling Them, You’re Just Meeting the Child’s Needs

Advancements in Infant Communication AI

Khatib’s Motherhood Guide app is part of a broader trend in infant communication technology that aims to empower parents with deeper insights into their babies’ needs and emotions. Notably, the “ChatterBaby” app, developed by the University of California, Los Angeles (UCLA) in 2018, serves as a significant precursor to Khatib’s innovation. This app specifically targeted a deaf couple, alerting them to their baby’s cries through visual cues. Drawing from over 2,000 infant cry audio samples, the ChatterBaby app underscored the potential of technology to bridge communication gaps for parents in general and those with specific challenges.

Furthermore, the National Taiwan University Hospital Yunli introduced the Infant Cries Translator in 2015, showcasing the international scope of innovation in this domain. By analyzing four distinct crying patterns with an impressive 92% accuracy rate, this app assisted parents in discerning whether their baby was hungry, sleepy, in pain, or in need of a diaper change. These developments collectively underscore the power of technology to harness the intricate acoustics of infant cries, providing parents with an invaluable tool for nurturing and caregiving.

Beyond its practical applications, the Motherhood Guide app and its counterparts hold the potential to address deeper emotional challenges that parents often face. Research indicates that postpartum depression can hinder a mother’s ability to interpret her baby’s cries accurately. The intuitive insights provided by technology-driven solutions like these apps could support women experiencing postpartum depression, mitigating their difficulties in understanding their infants’ cues. Moreover, the heightened emotional reactions of mothers when their babies cry underline the profound connection between parent and child. By offering a means to decipher these cries, this technology can enhance caregiving and nurture the emotional bonds that are fundamental to a child’s development.


Layali Khatib’s Motherhood Guide app encapsulates the harmony of modern technology and age-old parental instincts. It stands as a testament to the potential of youthful innovation to address deeply rooted challenges, offering parents an avenue to truly comprehend their infants’ needs. As the app’s availability to the public remains eagerly anticipated, its 93% accuracy rate, coupled with its potential impact on postpartum depression and parent-child bonds, positions it as a transformative force in the realm of caregiving and early childhood development. Khatib’s journey from deciphering her twin sisters’ cries to developing a sophisticated AI-driven solution mirrors the evolution of parenthood itself – a journey of growth, understanding, and unwavering love.

Keep Reading: 12 Signs That Can Help You Understand Your Baby Better


  1. This Palestinian teen developed an AI app to translate baby cries for parents.” Doha News. Asmahan Qarjouli. August 20, 2023.
  2. Palestinian Teen Layali Khatib Creates Motherhood Guide App to Translate Babies’s Cries.” Phone World. Onsa Mustafa. August 24, 2023.