A complete walkthrough of implementing the original Attention Is All You Need encoder-decoder Transformer—no torch. nn.Transformer, no shortcuts. The 2017 paper "Attention Is All You Need" by Vaswani ...

I lead an LLM pre-training team at Yandex and optimise large-scale distributed training runs. Whether you’re an ML engineer, a researcher or just decided to play around with a random ML repository ...

On Friday, June 9, 2023, Meta unveiled yet another amazing AI tool: Audiocraft. It is a music generator and audio processing tool powered by deep learning. In contrast to Google’s MusicLM, Audiocraft ...

We have transitioned TorchAudio into a maintenance phase. This process removed some user-facing features. These features were deprecated from TorchAudio 2.8 and removed in 2.9. Our main goals were to ...

Application of deep convolutional spiking neural networks (SNNs) to artificial intelligence (AI) tasks has recently gained a lot of interest since SNNs are hardware-friendly and energy-efficient.

ESPnet is an end-to-end speech processing toolkit covering end-to-end speech recognition, text-to-speech, speech translation, speech enhancement, speaker diarization, spoken language understanding, ...