Jasper: An End-to-End Convolutional Neural Acoustic Model — mentioned by pcwelder

Tue, 29 Oct 2024 10:25:23 GMT

> state of the art in speech recognition for decades Decades doesn't sound right. Around 2019, the Jasper model was SOTA among e2e models but was still slightly behind a non e2e model with an HMM component https://arxiv.org/pdf/1904.03288

Paper and discussion history. A mention is not an endorsement.

Jasper: An End-to-End Convolutional Neural Acoustic Model — mentioned by perturbation

Sat, 14 Mar 2020 17:20:45 GMT

If you don't mind getting your hands dirty a bit, I think Nvidia's model [Jasper](https://arxiv.org/pdf/1904.03288.pdf) is near SOTA, and they have [pretrained models](https://ngc.nvidia.com/catalog/models/nvidia:jaspernet10x5dr) and [tutorials / scripts](https://nvidia.github.io/NeMo/asr/tutorial.html) freely available. The first is in their library "nemo", but they also have it available in [vanilla Pytorch](https://github.com/NVIDIA/DeepLearningExamples/tree/master/P...) as well.

Paper and discussion history. A mention is not an endorsement.

Jasper: An End-to-End Convolutional Neural Acoustic Model · HackerPapers discussions

Jasper: An End-to-End Convolutional Neural Acoustic Model — mentioned by pcwelder

Jasper: An End-to-End Convolutional Neural Acoustic Model — mentioned by perturbation