公开(公告)号：US20240153513A1

公开(公告)日：2024-05-09

申请号：US18502648

申请日：2023-11-06

Applicant: Electronics and Telecommunications Research Institute

Inventor： Byeong Ho CHO ,  Seung Kwon BEACK ,  Jong Mo SUNG ,  Tae Jin LEE ,  Woo Taek LIM ,  In Seon JANG

IPC: G10L19/035

CPC classification number: G10L19/035

Abstract: A complex number quantization-based audio signal encoding method may comprise: estimating a scale factor for each subband of an input audio signal; performing complex magnitude scaling for each subband based on the scale factor; and performing polar quantization on a complex frequency coefficient for each subband, wherein the performing the polar quantization for each subband comprises applying two or more different magnitude quantization techniques based on the magnitude of the complex frequency coefficient scaled for each subband.

公开(公告)号：US20230267950A1

公开(公告)日：2023-08-24

申请号：US18097062

申请日：2023-01-13

Applicant: Electronics and Telecommunications Research Institute ,  Industry-Academic Cooperation Foundation, Yonsei University

Inventor： In Seon JANG ,  Seung Kwon BEACK ,  Jong Mo SUNG ,  Tae Jin LEE ,  Woo Taek LIM ,  Byeong Ho CHO ,  Hong Goo KANG ,  Ji Hyun LEE ,  Chan Woo LEE ,  Hyung Seob LIM

IPC: G10L25/51 ,  G10L25/30

CPC classification number: G10L25/51 ,  G10L25/30

Abstract: A generative adversarial network-based audio signal generation model for generating a high quality audio signal may comprise: a generator generating an audio signal with an external input; a harmonic-percussive separation model separating the generated audio signal into a harmonic component signal and a percussive component signal; and at least one discriminator evaluating whether each of the harmonic component signal and the percussive component signal is real or fake.

公开(公告)号：US20230267940A1

公开(公告)日：2023-08-24

申请号：US18097054

申请日：2023-01-13

Applicant: Electronics and Telecommunications Research Institute ,  Industry-Academic Cooperation Foundation, Yonsei University

Inventor： In Seon JANG ,  Seung Kwon BEACK ,  Jong Mo SUNG ,  Tae Jin LEE ,  Woo Taek LIM ,  Byeong Ho CHO ,  Hong Goo KANG ,  Ji Hyun LEE ,  Chan Woo LEE ,  Hyung Seob LIM

IPC: G10L19/038 ,  G10L19/002

CPC classification number: G10L19/038 ,  G10L19/002

Abstract: A method, executed by a processor for compressing an audio signal in multiple layers, may comprise: (a) restoring, in a highest layer, an input audio signal as a first signal; (b) restoring, in at least one intermediate layer, a signal obtained by subtracting an upsampled signal, which is obtained by upsampling the audio signal restored in the highest layer or an immediately previous intermediate layer, from the input audio signal as a second signal; and (c) restoring, in a lowest layer, a signal obtained by subtracting an upsampled signal, which is obtained by upsampling the audio signal restored in an intermediate layer immediately before the lowest layer, from the input audio signal as a third signal, wherein the first signal, the second signal, and the third signal are combined to output a final restoration audio signal.

公开(公告)号：US20230298603A1

公开(公告)日：2023-09-21

申请号：US18150126

申请日：2023-01-04

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： In Seon JANG ,  Seung Kwon BEACK ,  Jong Mo SUNG ,  Tae Jin LEE ,  Woo Taek LIM ,  Byeong Ho CHO

IPC: G10L19/032 ,  G10L25/30 ,  G10L19/04 ,  G06N7/01

CPC classification number: G10L19/032 ,  G10L25/30 ,  G10L19/04 ,  G06N7/01

Abstract: A method for encoding an input signal using N flow blocks (N is a natural number greater than or equal to 2) and (N−1) split block(s), which is performed by a processor, may comprise: transmitting, by a k-th flow block (k is a natural number greater than or equal to 1 and less than or equal to N−1) among the N flow blocks, a k-th transformation signal obtained by transforming a received signal into a latent representation to a k-th split block among the (N−1) split block(s); splitting, by the k-th split block, the k-th transformation signal by a predetermined ratio, into a first split signal and a second split signal; transmitting, by the k-th split block, the first split signal to a (k+1)-th flow block; and quantizing a signal transformed by an N-th flow block and the second split signals using a quantization block.