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Olewave's most detailed illustration of RNN-T: Sequence Transduction with Recurrent Neural Networks
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Olewave์˜ RNN-T ์„ค๋ช… ์ค‘ ๊ฐ€์žฅ ์ƒ์„ธํ•จ: Sequence Transduction with Recurrent Neural Networks

Alex Graves์˜ RNN-T ๋…ผ๋ฌธ์€ ์˜ค๋Š˜๋‚  ์ถœ์‹œ๋˜๋Š” ๊ฑฐ์˜ ๋ชจ๋“  ์ŠคํŠธ๋ฆฌ๋ฐ ASR ์‹œ์Šคํ…œ์˜ ์กฐ์šฉํ•œ ์กฐ์ƒ์ด๋ฉฐ, Google์˜ ์˜จ๋””๋ฐ”์ด์Šค ์ธ์‹๊ธฐ์—์„œ๋ถ€ํ„ฐ NeMo, ESPnet ๋“ฑ์˜ ์ˆ˜๋งŽ์€ ์˜คํ”ˆ์†Œ์Šค ํŠธ๋žœ์Šค๋“€์„œ ์Šคํƒ์— ์ด๋ฅด๊ธฐ๊นŒ์ง€์ž…๋‹ˆ๋‹ค.

9์›” 3, 2022ยท 1 min read
[Olewave's Long Review] Efficient Training of Neural Transducer for Speech Recognition
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[Olewave์˜ ๋กฑ ๋ฆฌ๋ทฐ] ์Œ์„ฑ ์ธ์‹์„ ์œ„ํ•œ ์‹ ๊ฒฝ ํŠธ๋žœ์Šค๋“€์„œ์˜ ํšจ์œจ์ ์ธ ํ›ˆ๋ จ

์‹ ๊ฒฝ ํŠธ๋žœ์Šค๋“€์„œ๋Š” ์ŠคํŠธ๋ฆฌ๋ฐ ASR์˜ ์ฃผ๋ ฅ์ด์ง€๋งŒ, ํšจ์œจ์ ์œผ๋กœ ํ›ˆ๋ จํ•˜๋Š” ๊ฒƒ์€ ์œ ๋ช…ํ•˜๊ฒŒ ๊ณ ํ†ต์Šค๋Ÿฝ์Šต๋‹ˆ๋‹ค: RNN-T ์†์‹ค์€ ์‹œํ€€์Šค ๊ธธ์ด์—์„œ 3์ œ๊ณฑ ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ๊ฐ€์ง€๋ฉฐ, ์ •๋ ฌ ๊ฒฉ์ž๋Š” ๊ธด ๋ฐœํ™”์—์„œ ํญ๋ฐœํ•˜๊ณ , ๋‹จ์ผ-

7์›” 23, 2022ยท 1 min read