Papers Packet Loss Concealment
“Packet Loss Concealment” 태그가 달린 논문 19편 · 필터 해제
ResiComp: Loss-Resilient Image Compression via Dual-Functional Masked Visual Token Modeling
Recent advancements in neural image codecs (NICs) are of significant compression performance, but limited attention has been paid to their error resilience. These resulting NICs tend to be sensitive to packet losses, whi…
Image CompressionMissing ValuesPacket Loss ConcealmentSoundSpring: Loss-Resilient Audio Transceiver with Dual-Functional Masked Language Modeling
In this paper, we propose "SoundSpring", a cutting-edge error-resilient audio transceiver that marries the robustness benefits of joint source-channel coding (JSCC) while also being compatible with current digital commun…
Audio CompressionLanguage ModelingLanguage ModellingMasked Language Modeling+1The IEEE-IS2 2024 Music Packet Loss Concealment Challenge
We present the IEEE-IS2 2024 Music Packet Loss Concealment Challenge. We begin by detailing the challenge rules, followed by an overview of the provided baseline system, the blind test set, and the evaluation methodology…
Packet Loss ConcealmentSynchronous Multi-modal Semantic Communication System with Packet-level Coding
Although the semantic communication with joint semantic-channel coding design has shown promising performance in transmitting data of different modalities over physical layer channels, the synchronization and packet-leve…
Packet Loss ConcealmentSemantic CommunicationOn Improving Error Resilience of Neural End-to-End Speech Coders
Error resilient tools like Packet Loss Concealment (PLC) and Forward Error Correction (FEC) are essential to maintain a reliable speech communication for applications like Voice over Internet Protocol (VoIP), where packe…
Packet Loss ConcealmentBS-PLCNet 2: Two-stage Band-split Packet Loss Concealment Network with Intra-model Knowledge Distillation
Audio packet loss is an inevitable problem in real-time speech communication. A band-split packet loss concealment network (BS-PLCNet) targeting full-band signals was recently proposed. Although it performs superiorly in…
Knowledge DistillationPacket Loss ConcealmentBS-PLCNet: Band-split Packet Loss Concealment Network with Multi-task Learning Framework and Multi-discriminators
Packet loss is a common and unavoidable problem in voice over internet phone (VoIP) systems. To deal with the problem, we propose a band-split packet loss concealment network (BS-PLCNet). Specifically, we split the full-…
Automatic Speech RecognitionAutomatic Speech Recognition (ASR)Multi-Task LearningPacket Loss Concealment+2A Time-Frequency Generative Adversarial based method for Audio Packet Loss Concealment
Packet loss is a major cause of voice quality degradation in VoIP transmissions with serious impact on intelligibility and user experience. This paper describes a system based on a generative adversarial approach, which …
Image-to-Image TranslationPacket Loss ConcealmentTranslationDRED: Deep REDundancy Coding of Speech Using a Rate-Distortion-Optimized Variational Autoencoder
Despite recent advancements in packet loss concealment (PLC) using deep learning techniques, packet loss remains a significant challenge in real-time speech communication. Redundancy has been used in the past to recover …
Packet Loss ConcealmentReal-Time Packet Loss Concealment With Mixed Generative and Predictive Model
As deep speech enhancement algorithms have recently demonstrated capabilities greatly surpassing their traditional counterparts for suppressing noise, reverberation and echo, attention is turning to the problem of packet…
Packet Loss ConcealmentSpeech EnhancementSpeech SynthesistPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context
This paper introduces a real-time time-domain packet loss concealment (PLC) neural-network (tPLCnet). It efficiently predicts lost frames from a short context buffer in a sequence-to-one (seq2one) fashion. Because of its…
Packet Loss ConcealmentA Neural Vocoder Based Packet Loss Concealment Algorithm
The packet loss problem seriously affects the quality of service in Voice over IP (VoIP) sceneries. In this paper, we investigated online receiver-based packet loss concealment which is much more portable and applicable.…
Packet Loss ConcealmentEnd-to-End Neural Speech Coding for Real-Time Communications
Deep-learning based methods have shown their advantages in audio coding over traditional ones but limited attention has been paid on real-time communications (RTC). This paper proposes the TFNet, an end-to-end neural spe…
DecoderPacket Loss ConcealmentSpeech EnhancementDFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels
In edge-cloud collaborative intelligence (CI), an unreliable transmission channel exists in the information path of the AI model performing the inference. It is important to be able to simulate the performance of the CI …
image-classificationImage ClassificationPacket Loss ConcealmentSpeech Prediction using an Adaptive Recurrent Neural Network with Application to Packet Loss Concealment
This paper proposes a novel approach for speech signal prediction based on a recurrent neural network (RNN). Unlike existing RNN-based predictors, which operate on parametric features and are trained offline on a large c…
Packet Loss ConcealmentLatent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection
Edge devices, such as cameras and mobile units, are increasingly capable of performing sophisticated computation in addition to their traditional roles in sensing and communicating signals. The focus of this paper is on …
Image InpaintingObjectobject-detectionObject Detection+1A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications
Networked Music Performance (NMP) is envisioned as a potential game changer among Internet applications: it aims at revolutionizing the traditional concept of musical interaction by enabling remote musicians to interact …
Packet Loss ConcealmentOn Deep Speech Packet Loss Concealment: A Mini-Survey
Packet-loss is a common problem in data transmission, using Voice over IP. The problem is an old problem, and there has been a variety of classical approaches that were developed to overcome this problem. However, with t…
Deep LearningPacket Loss ConcealmentSurveyConcealNet: An End-to-end Neural Network for Packet Loss Concealment in Deep Speech Emotion Recognition
Packet loss is a common problem in data transmission, including speech data transmission. This may affect a wide range of applications that stream audio data, like streaming applications or speech emotion recognition (SE…
Emotion RecognitionPacket Loss ConcealmentSpeech Emotion Recognition