#sensorlm
🚨 Let your wearable data "speak" for themselves! ⌚️🗣️

Introducing *SensorLM*, a family of sensor-language foundation models, trained on ~60 million hours of data from >103K people, enabling robust wearable sensor data understanding with natural language. 🧵
June 17, 2025 at 3:40 PM
Read all about it!
➡️Paper: arxiv.org/abs/2506.09108

Huge team effort! Kudos to my intern Evelyn, amazing team @kmr_ayush, @aametwally1, @Orson_Xu, @timalthoff, @pushmeet, @cecim, @xliucs, @danmcduff, and other amazing co-authors!

#AI #wearable #sensor #health #multimodal
(8/8)
SensorLM: Learning the Language of Wearable Sensors
We present SensorLM, a family of sensor-language foundation models that enable wearable sensor data understanding with natural language. Despite its pervasive nature, aligning and interpreting sensor ...
arxiv.org
June 17, 2025 at 3:40 PM
Finally a large scale sensor-language model for wearables by Google incorporating heart rate (photoplethysmography, PPG), activity (accelerometer, ACC), altimeter (ALT), skin temperature (TEMP), and electrodermal activity (EDA). It's a pity the model is not openly released! goo.gle/4lSLwQi 1/6
SensorLM: Learning the language of wearable sensors
goo.gle
August 1, 2025 at 7:57 AM
Feed: "Internet of Things News"
By: Ryan Daws on Wednesday, July 30, 2025
Google SensorLM AI humanises your smartwatch health data
Google researchers have revealed a new AI called SensorLM that learns the "language" of our smartwatch health sensors.
iottechnews.com
July 30, 2025 at 6:22 PM
Do you think it will help to deliver truly personal and actionable insights? #google #health #mobile #wearables #ai #tech #news #technology
Google SensorLM AI humanises your smartwatch health data
Google researchers have revealed a new AI called SensorLM that learns the "language" of our smartwatch health sensors.
iottechnews.com
July 30, 2025 at 4:09 PM
Google SensorLM Could Change How Wearables Understand Your Health

Key Takeaways SensorLM explains the “Why” behind your fitness tracker’s data: Instead of just showing raw data like heart rate or step count, SensorLM turns it into human-like descriptions, adding helpful context. SensorLM is highly…
Google SensorLM Could Change How Wearables Understand Your Health
Key Takeaways SensorLM explains the “Why” behind your fitness tracker’s data: Instead of just showing raw data like heart rate or step count, SensorLM turns it into human-like descriptions, adding helpful context. SensorLM is highly effective at recognizing and explaining activities. It successfully identified 20 activities without additional training. It also outperformed larger general-purpose AI models during testing. Big Tech’s Race in AI-Powered Fitness Devices: Apple has published similar research on its Wearable Behavior Model, trained on billions of hours of data to predict health conditions.  What if your fitness device didn’t just display a heart rate 120 and explained why your heart is racing?
n24usa.com
August 7, 2025 at 6:55 PM
SensorLM: Learning the Language of Wearable Sensors
L: https://research.google/blog/sensorlm-learning-the-language-of-wearable-sensors/
C: https://news.ycombinator.com/item?id=44732998
posted on 2025.07.30 at 07:47:36 (c=1, p=5)
July 30, 2025 at 1:36 PM
How do you recognise an activity from sensor data?

Here is nice model trained on 60 million hours of data from wearable sensors and integrating AI, making activity recognition more accurate

research.google/blog/sensorl...
SensorLM: Learning the language of wearable sensors
research.google
August 25, 2025 at 5:30 AM
July 30, 2025 at 2:00 PM
Изследователи от Google представиха нова архитектура за изкуствен интелект, наречена SensorLM. Тя представлява семейство от AI модели, които се учат да разбират сигналите от носими устройства и да ги превеждат на смислен човешки език. Системата е обучена върху колосално количество данни...
Човечеството е на прага на ера, в която машините ще ни разбират по-добре, отколкото ние самите се разбираме
Изследователи от Google представиха нова архитектура за изкуствен интелект, наречена SensorLM. Тя представлява семейство от AI модели, които се учат да разбират сигналите от носими устройства и да ги превеждат на смислен човешки език. Системата е обучена върху колосално количество данни - близо 60 милиона часа записи от 103 000 потребители на умните часовници Fitbit и Pixel Watch. Всички данни са били анонимизирани и събрани със съгласието на участниците в продължение на два месеца през пролетта на 2024 година. Съвременните фитнес гривни и смарт часовници записват огромно количество информация: сърдечен ритъм, активност, сън, упражнения.
www.kaldata.com
July 31, 2025 at 7:53 AM
Google researchers just revealed SensorLM, an LLM model trained on data captured by Fitbit and Pixel Watches across 127 countries.

This could unlock a new level of personalized health insights from wearables, all presented in natural, human language.

research.google/blog/sensorl...
August 1, 2025 at 5:13 PM
🚀SensorLM is transforming wearable health data.
Trained on 60M+ hours from 100K+ users, it enables natural language insights, zero-shot activity recognition, and cross-modal sensor-text retrieval.
A breakthrough for clinicians & researchers!
📃Paper link in comments.
#SensorLM #AIHealth
July 30, 2025 at 7:42 AM
Beyond its discriminative power, SensorLM showcases compelling generative capabilities. It can produce hierarchical and realistic captions from input wearable data only, offering more coherent & correct descriptions compared to LLMs like Gemini 2.0 Flash. ✍️✨

(7/8)
June 17, 2025 at 3:40 PM
SensorLM also demonstrates intriguing capabilities, including interesting scaling behavior over data size, model size, and compute. 📈💡

(6/8)
June 17, 2025 at 3:40 PM
SensorLM extends prominent multimodal pretraining architectures (e.g., contrastive, generative) unifying their principles for sensor data. It extends prior approaches, recovering them as specific configurations within a single architecture. 🏗️🔗

(4/8)
June 17, 2025 at 3:40 PM
Google unveils enhanced wearable sensor technology SensorLM

https://www.byteseu.com/1242140/

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Google unveils enhanced wearable sensor technology SensorLM - Bytes Europe
Google unveils enhanced wearable sensor technology SensorLM | Mobi Health News
www.byteseu.com
July 30, 2025 at 9:39 PM
Thoughts on this? >> SensorLM: Learning the language of wearable sensors >> Comment below! #industry40 #healthtech #AI #mhealth #IoT
SensorLM: Learning the language of wearable sensors
Generative AI
dlvr.it
July 30, 2025 at 5:01 AM