Abstract: We introduce pyannote.audio, an open-source toolkit written in Python for speaker diarization. Based on PyTorch machine learning framework, it provides a set of trainable end-to-end neural ...

In machine learning, data is king—but often, we lack enough of it. This is where Data Augmentation becomes invaluable. It’s a method that generates new training samples by applying transformations to ...

In marine ecology research, it is crucial to accurately identify the marine mammal species active in the target area during the current season, which helps researchers understand the behavioral ...

GPT (Generative Pre-trained Transformer) models, developed by OpenAI, are pre-trained language models specifically designed for text generation. These models can generate highly coherent, contextually ...

AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...

Audio classification related to military activities is a challenging task due to the high levels of background noise and the lack of suitable and publicly available datasets. To bridge this gap, this ...

Dementia is a complex disease associated with declines in cognitive functions such as memory, thinking, and reasoning. There exists an estimated 47.5 million people globally who are affected by ...

Apache Spark and Hadoop, Microsoft Power BI, Jupyter Notebook and Alteryx are among the top data science tools for finding business insights. Compare their features, pros and cons. While data has its ...

If you want to play with the pretrained model inside colab for instance, start from this Colab Example for Denoiser. If you want to use denoiser live (for a Skype call for instance), you will need a ...

This is a version of the audio-classifier-keras-cnn repo (which is a hack of @keunwoochoi's compact_cnn code). Difference with Panotti is, it has been generalized beyond mono audio, to include stereo ...