Snapshot: Secrets of an NLP professional

Falling in love with signals.

Figure I: Utterance “Satz” from a German native speaker, audio taken from Duden Dictionary
Figure II: Utterance “Gesetz” from a German native speaker, audio taken from Duden Dictionary

The challenge of noisy vehicles.

Figure III: Random noise occurring in the car. It does not resemble speech signal at all.
Figure 4: Radio crosstalk
Figure 5: Radio crosstalk
Figure 6: WhatsApp pronunciation by an American speaker, audio taken from Duden Dictionary
Figure 7: WhatsApp pronunciation by a German speaker colleague

How about written language?

Figure 8: German Autolabs Voice Assistant word embeddings
Figure 9: A neural network architecture for text classification

The sweet sound of Portuguese.

We build logistics voice assistance for mobile workers.

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Sharing Flash Demos with Grid Sessions, Gradio and Ngrok

On Categorical Cross Entropy Loss

Basics of Exploratory Data Analysis for Machine Learning

BERT — A Practitioner’s Perspective

Everything You Want to Know About Automated Machine Learning Pipeline

A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks

Distributed Hugging Face Tokenizer using PySpark

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
German Autolabs

German Autolabs

We build logistics voice assistance for mobile workers.

More from Medium

Beyond English-Centric Multilingual Machine Translation [Paper Summary]

Building a Search Engine using Elasticsearch in 15 minutes

Addressing Toxic Comments with Lightning Flash and Detoxify

HOW AMAZON PRODUCT REVIEW SYSTEM REALLY WORKS?