Tag: conformer

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[Detailed Paper Reading] Zipformer: A faster and better encoder for automatic speech recognition
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[์ƒ์„ธ ๋…ผ๋ฌธ ์ฝ๊ธฐ] Zipformer: ์ž๋™ ์Œ์„ฑ ์ธ์‹์„ ์œ„ํ•œ ๋” ๋น ๋ฅด๊ณ  ๋‚˜์€ ์ธ์ฝ”๋”

Conformer์€ ์ˆ˜๋…„ ๋™์•ˆ ๊ธฐ๋ณธ ASR ์ธ์ฝ”๋”์˜€์ง€๋งŒ, k2/icefall ํŒ€์˜ Zipformer์€ ๋” ๋น ๋ฅด๊ณ  ๊ฐ€๋ฒผ์šฐ๋ฉด์„œ๋„ LibriSpeech, Aishell-1, WenetSpeech์—์„œ ์กฐ์šฉํžˆ WER ์™•๊ด€์„ ์ฐจ์ง€ํ–ˆ์Šต๋‹ˆ๋‹ค.

2์›” 6, 2024ยท 1 min read
[Olewave's Long Review] Xception: Deep Learning with Depthwise Separable Convolutions
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[Olewave์˜ ์žฅํŽธ ๋ฆฌ๋ทฐ] Xception: ๊นŠ์ด๋ณ„ ๋ถ„๋ฆฌํ˜• ์ปจ๋ณผ๋ฃจ์…˜์„ ์ด์šฉํ•œ ๋”ฅ๋Ÿฌ๋‹

Xception์€ Inception ๊ฐ€์„ค์„ ๋…ผ๋ฆฌ์  ๊ทน๋‹จ๊นŒ์ง€ ๋ฐ€์–ด๋ถ™์ด๊ณ  ์ฑ„๋„ ๊ฐ„ ๋ฐ ๊ณต๊ฐ„์  ์ƒ๊ด€๊ด€๊ณ„๋ฅผ ์™„์ „ํžˆ ๋ถ„๋ฆฌ๋œ ์—ฐ์‚ฐ์œผ๋กœ ๋ฐ€์–ด๋ถ™์˜€์œผ๋ฉฐ, ์ด๋กœ ์ธํ•ด ์ธ๊ธฐ๋ฅผ ์–ป์€ ๊นŠ์ด๋ณ„ ๋ถ„๋ฆฌํ˜• ์ปจ๋ณผ๋ฃจ์…˜์€ ์ด์ œ ๋ชจ๋“  ๊ณณ์— ๋‚˜ํƒ€๋‚œ๋‹ค

7์›” 9, 2022ยท 1 min read
[Olewave's Short Review] Xception: Deep Learning with Depthwise Separable Convolutions
Tutorials

[Olewave์˜ ๋‹จํŽธ ๋ฆฌ๋ทฐ] Xception: ๊นŠ์ด๋ณ„ ๋ถ„๋ฆฌํ˜• ์ปจ๋ณผ๋ฃจ์…˜์„ ์ด์šฉํ•œ ๋”ฅ๋Ÿฌ๋‹

Xception์˜ ํ•ต์‹ฌ ์•„์ด๋””์–ด๋งŒ ์›ํ•˜๊ณ  ์žฅํŽธ ๋ฆฌ๋ทฐ์˜ ๊นŠ์€ ๋‚ด์šฉ์€ ์›ํ•˜์ง€ ์•Š๋Š”๋‹ค๋ฉด, ์ด ๋‹จํŽธ ๋ฆฌ๋ทฐ๊ฐ€ ๊ฐ„๋‹จํ•œ ๋ฒ„์ „์ž…๋‹ˆ๋‹ค.

7์›” 9, 2022ยท 1 min read