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Google AI Blog: LEAF: A Learnable Frontend for Audio ...
https://ai.googleblog.com/2021/03/leaf-learnable-frontend-for-audio.html
Performance We apply LEAF to diverse audio classification tasks, including recognizing speech commands, speaker identification, acoustic scene recognition, identifying musical instruments, and finding birdsongs.On average, LEAF outperforms both mel filterbanks and previous learnable frontends, such as Time-Domain Filterbanks, SincNet and Wavegram.In …
LEAF: A Learnable Frontend for Audio Classification | DeepAI
https://deepai.org/publication/leaf-a-learnable-frontend-for-audio-classification
LEAF: A Learnable Frontend for Audio Classification. Mel-filterbanks are fixed, engineered audio features which emulate human perception and have been used through the history of audio understanding up to today. However, their undeniable qualities are counterbalanced by the fundamental limitations of handmade representations.
@deepleaf | Twitter
https://twitter.com/deepleaf
The latest tweets from @deepleaf
LEAF: A Learnable Frontend for Audio - arXiv Vanity
https://www.arxiv-vanity.com/papers/2101.08596/
LEAF: A Learnable Frontend for Audio. Classification. Neil Zeghidour, Olivier Teboul, Félix de Chaumont Quitry & Marco Tagliasacchi. Google Research. {neilz, oliviert, fcq, Abstract. Mel-filterbanks are fixed, engineered audio features which emulate human perception and have been used through the history of audio understanding up to today.
Leaf Studios - Buy Leaf Wireless Headphones, Bluetooth ...
https://www.leafstudios.in/
Leaf Wireless Headphones are our signature products for those who love to binge watch movies and tv shows. Deep bass, soft leather cushions and extra long battery life make these over ear headphones and on ear headphones a perfect buy to watch video content and listen to music too. Wireless Earphones
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