Speech

Enhancing Emotion Prediction and Recognition in Conversation through Fine-Grained Emotional Cue Analysis and Cross-Modal Fusion
The purpose of emotion recognition in conversation (ERC) is to identify the emotion category of an utterance based on contextual …
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Enhancing Emotion Prediction and Recognition in Conversation through Fine-Grained Emotional Cue Analysis and Cross-Modal Fusion
Retrieval-Augmented Audio Deepfake Detection
With recent advances in speech synthesis including text-to-speech (TTS) and voice conversion (VC) systems enabling the generation of …
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Retrieval-Augmented Audio Deepfake Detection
Medical Speech Symptoms Classification via Disentangled Representation
Intent is defined for understanding spoken language in existing works. Both textual features and acoustic features involved in medical …
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Medical Speech Symptoms Classification via Disentangled Representation
Research on Audio Model Generation Technology Based on Hierarchical Federated Framework
This study focuses on the development of next-generation audio generation techniques, specifically through the construction of a …
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VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model
Speaker Verification (SV) performance gets worse as utterances get shorter. To this end, we propose a new architecture called …
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VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model
SVVAD: Personal Voice Activity Detection for Speaker Verification
Voice activity detection (VAD) improves the performance of speaker verification (SV) by preserving speech segments and attenuating the …
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SVVAD: Personal Voice Activity Detection for Speaker Verification
Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification
Data-Free Knowledge Distillation (DFKD) has recently attracted growing attention in the academic community, especially with major …
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Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification
SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning
Estimating age from a single speech is a classic and challenging topic. Although Label Distribution Learning (LDL) can represent …
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SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning
MetaSpeech: Speech Effects Switch Along with Environment for Metaverse
Metaverse expands the physical world to a new dimension, and the physical environment and Metaverse environment can be directly …
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MetaSpeech: Speech Effects Switch Along with Environment for Metaverse
SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning
Speech emotion recognition (SER) has many challenges, but one of the main challenges is that each framework does not have a unified …
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SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning