YouTube Channel Recommendations for people who like Deep Learning Explainer (Click a channel's button below to go to their page on Channel Galaxy and find more new YouTube suggestions)
About Deep Learning Explainer
I make videos to explain deep learning, natural language processing papers in this channel every week.
Email: edwindeeplearning@gmail.com
Twitter: https://twitter.com/DeepExplainer
Recent Videos from Deep Learning Explainer
Wav2CLIP: Connecting Text, Images, and Audio
A lightweight framework train audio representations (audio encoder)
Paper
Wav2CLIP: Learning Robust Audio Representations From CLIP
https://arxiv.org/abs/2110.11499
Code
https://github.com/descriptinc/lyrebird-wav2clipConnect
Abstract
We propose Wav2CLIP, a robust audio representation learning… Multitask Prompted Training Enables Zero-shot Task Generalization (Explained)
Can zero-shot generalization instead be directly induced by explicit multitask learning? Watch the video to find out!
0:00 - Intro
2:14 - Prompted training format
5:52 - Measuring generalization to unseen tasks
8:45 - Held-out tasks
10:45 - The future of NLP
11:48 - Model
12:17 - Experiment result… Leveraging Movies to Improve Punctuation Prediction
It proposes a data sampling technique and a two-stage fine-tuning approach, allowing people to sample more training data similar to our in-domain ASR transcripts and improve the model performance.
0:00 - How to make a model more accurate
1:02 - I published a paper
3:05 - Punctuation restoration
5:…
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