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Artificial intelligence

26 February 2019

Data-driven Machine Learning

The term "data-driven" has been on everyone's lips for quite some time now, many companies have taken up the cause of becoming a data-driven company.

Artificial intelligence

26 February 2019

Machine Learning - Be a good teacher to your models

At some level, computers learn pretty much the same as humans do. We are able to learn by getting some input, practice, adapt our understanding and then repeat the process.

Recent Publication

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Artificial intelligence

28 February 2019

Evaluating the Search Phase of Neural Architecture Search

Neural Architecture Search (NAS) aims to facilitate the design of deep networks for new tasks. Existing techniques rely on two stages: searching over the architecture space and validating the best architecture. Evaluating NAS algorithms is currently solely done by comparing their results on the downstream task.

Enablers for AI applications

Artificial intelligence enablers from Swisscom help you to develop AI applications easily and quickly. Thanks to standardised interfaces, our AI enablers can easily be integrated into new or existing systems. All enablers are specifically trained for their respective context.

sentiment-detector
Emotion Recognition
Automatically recognizes mood in speech.
transcriber
Recommendations
Movie recommendations via Chatbot
summarizer
Summarizer
Automatically summarizes texts.
classifier
Classifier
Automatically classifies text content.
anonymizer
Domain Adaptation
Domain adaptation using a Sequence-to-Sequence model
keyphrase-extractor
Data Augmentation
Augments text with similar sentences.
entity-finder
Architecture Search
Particle Swarm Optimization Search
translator
Translator
Automatically translates texts into other languages.

Emotion Recognition

sentiment-detector

Automatically recognizes mood in speech.

Transcriber

sentiment-detector

Automatically converts spoken words into text.

Summarizer

sentiment-detector

Automatically summarizes texts.

Classifier

sentiment-detector

Automatically classifies text content.

Anonymizer

sentiment-detector

Automatically anonymizes sensitive data in texts.

Keyphrase Extractor

sentiment-detector

Automatically extracts keyphrases from texts.

Entity Finder

sentiment-detector

Automatically finds objects in texts.

Translator

sentiment-detector

Automatically translates texts into other languages.

AI Research demos

swisscom-logo epfl-logo

Go through the different pages to find work done by our data scientists and EPFL students working together with us.

You’ll find amazing dialogue systems and well as text, speech and image processing techniques that come alive. If you want to read more about each demo, inside the pages you’ll find links to the articles or theses that accompany them.

Swisscom Digital Lab

Where your digital transformation begins

Our lab is a collaborative space that brings together technologies, competences, methods and EPFL's research capabilities to fuel our customers' digital transformation. We help our customers to transform an idea into a solution in weeks with scalability and flexibility by design. www.swisscom.ch/digital-lab/

Our Teams

AI

We focus primarily on natural language understanding, in both textual and spoken forms...

Internet of things

Contouring the IoT domain, basing itself on the connectivity and on the services provided by Swisscom.