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sound processing

GeneTech 知识引擎共收录 217 篇相关科研实体，横跨 18 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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• Towards Improving Speaker Distance Estimation through Generative Impulse Response Augmentation
  2026 · AI 安全与对齐 · The Room Acoustics and Speaker Distance Estimation (SDE) Challenge at ICASSP 2025 explores the effectiveness of augmented room impulse response (RIR) data for improving SDE model performance. This challenge at GenDARA in…
• AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching
  2026 · AI 安全与对齐 · REPresentation Alignment (REPA) improves the training of generative flow models by aligning intermediate hidden states with pretrained teacher features, but its effectiveness in token-conditioned audio Flow Matching crit…
• The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era
  2026 · 量子计算 · Driven by the rapid advancement of Large Language Models (LLMs), particularly Audio-LLMs and Omni-models, spoken dialogue systems have evolved significantly, progressively narrowing the gap between human-machine and huma…
• MusGO: A Community-Driven Framework For Assessing Openness in Music-Generative AI
  2025 · AI 安全与对齐 · Since 2023, generative AI has rapidly advanced in the music domain. Despite significant technological advancements, music-generative models raise critical ethical challenges, including a lack of transparency and accounta…
• Embedding Alignment in Code Generation for Audio
  2025 · AI 安全与对齐 · LLM-powered code generation has the potential to revolutionize creative coding endeavors, such as live-coding, by enabling users to focus on structural motifs over syntactic details. In such domains, when prompting an LL…
• From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
  2025 · AI 安全与对齐 · Generative AI is reshaping music creation, but its rapid growth exposes structural gaps in attribution, rights management, and economic models. Unlike past media shifts, from live performance to recordings, downloads, an…
• A Traditional Approach to Symbolic Piano Continuation
  2025 · AI 安全与对齐 · We present a traditional approach to symbolic piano music continuation for the MIREX 2025 Symbolic Music Generation challenge. While computational music generation has recently focused on developing large foundation mode…
• Aligned Better, Listen Better for Audio-Visual Large Language Models
  2025 · AI 安全与对齐 · Audio is essential for multimodal video understanding. On the one hand, video inherently contains audio, which supplies complementary information to vision. Besides, video large language models (Video-LLMs) can encounter…
• Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
  2025 · AI 安全与对齐 · We present MGAudio, a novel flow-based framework for open-domain video-to-audio generation, which introduces model-guided dual-role alignment as a central design principle. Unlike prior approaches that rely on classifier…
• More-than-Human Storytelling: Designing Longitudinal Narrative Engagements with Generative AI
  2025 · AI 安全与对齐 · Longitudinal engagement with generative AI (GenAI) storytelling agents is a timely but less charted domain. We explored multi-generational experiences with "Dreamsmithy," a daily dream-crafting app, where participants (N…
• Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization
  2025 · AI 安全与对齐 · Imagine hearing a dog bark and turning toward the sound only to see a parked car, while the real, silent dog sits elsewhere. Such sensory conflicts test perception, yet humans reliably resolve them by prioritizing sound …
• RUMAA: Repeat-Aware Unified Music Audio Analysis for Score-Performance Alignment, Transcription, and Mistake Detection
  2025 · AI 安全与对齐 · This study introduces RUMAA, a transformer-based framework for music performance analysis that unifies score-to-performance alignment, score-informed transcription, and mistake detection in a near end-to-end manner. Unli…
• A Traditional Approach to Symbolic Piano Continuation
  2025 · 脑科学 · We present a traditional approach to symbolic piano music continuation for the MIREX 2025 Symbolic Music Generation challenge. While computational music generation has recently focused on developing large foundation mode…
• Processing through encoding: Quantum circuit approaches for point-wise multiplication and convolution
  2025 · 量子材料 · This paper introduces quantum circuit methodologies for pointwise multiplication and convolution of complex functions, conceptualized as "processing through encoding". Leveraging known techniques, we describe an approach…
• Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training
  2025 · 量子材料 · This report details MERL's system for room impulse response (RIR) estimation submitted to the Generative Data Augmentation Workshop at ICASSP 2025 for Augmenting RIR Data (Task 1) and Improving Speaker Distance Estimatio…
• Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech
  2024 · AI 安全与对齐 · This paper introduces a novel combination of two tasks, previously treated separately: acoustic-to-articulatory speech inversion (AAI) and phoneme-to-articulatory (PTA) motion estimation. We refer to this joint task as a…
• MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers
  2024 · AI 安全与对齐 · Recent advances in pre-trained vision transformers have shown promise in parameter-efficient audio-visual learning without audio pre-training. However, few studies have investigated effective methods for aligning multimo…
• Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition
  2024 · AI 安全与对齐 · Speech emotion recognition (SER) has gained significant attention due to its several application fields, such as mental health, education, and human-computer interaction. However, the accuracy of SER systems is hindered …
• Brilla AI: AI Contestant for the National Science and Maths Quiz
  2024 · AI 驱动科学发现 · The African continent lacks enough qualified teachers which hampers the provision of adequate learning support. An AI could potentially augment the efforts of the limited number of teachers, leading to better learning ou…
• SVDD Challenge 2024: A Singing Voice Deepfake Detection Challenge Evaluation Plan
  2024 · 地外矿物 · The rapid advancement of AI-generated singing voices, which now closely mimic natural human singing and align seamlessly with musical scores, has led to heightened concerns for artists and the music industry. Unlike spok…
• The T05 System for The VoiceMOS Challenge 2024: Transfer Learning from Deep Image Classifier to Naturalness MOS Prediction of High-Quality Synthetic Speech
  2024 · 地外矿物 · We present our system (denoted as T05) for the VoiceMOS Challenge (VMC) 2024. Our system was designed for the VMC 2024 Track 1, which focused on the accurate prediction of naturalness mean opinion score (MOS) for high-qu…
• ICASSP 2024 Speech Signal Improvement Challenge
  2024 · 地外矿物 · The ICASSP 2024 Speech Signal Improvement Grand Challenge is intended to stimulate research in the area of improving the speech signal quality in communication systems. This marks our second challenge, building upon the …
• SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
  2024 · 地外矿物 · This paper describes the FBK's participation in the Simultaneous Translation Evaluation Campaign at IWSLT 2024. For this year's submission in the speech-to-text translation (ST) sub-track, we propose SimulSeamless, which…
• SSDM: Scalable Speech Dysfluency Modeling
  2024 · 地外矿物 · Speech dysfluency modeling is the core module for spoken language learning, and speech therapy. However, there are three challenges. First, current state-of-the-art solutions\cite{lian2023unconstrained-udm, lian-anumanch…
• Towards auditory attention decoding with noise-tagging: A pilot study
  2024 · 仿生智能 · Auditory attention decoding (AAD) aims to extract from brain activity the attended speaker amidst candidate speakers, offering promising applications for neuro-steered hearing devices and brain-computer interfacing. This…
• Imagined Speech State Classification for Robust Brain-Computer Interface
  2024 · 仿生智能 · This study examines the effectiveness of traditional machine learning classifiers versus deep learning models for detecting the imagined speech using electroencephalogram data. Specifically, we evaluated conventional mac…
• Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio Generation
  2024 · 数字孪生 · Despite significant advancements in neural text-to-audio generation, challenges persist in controllability and evaluation. This paper addresses these issues through the Sound Scene Synthesis challenge held as part of the…
• ManiWAV: Learning Robot Manipulation from In-the-Wild Audio-Visual Data
  2024 · 具身智能 · Audio signals provide rich information for the robot interaction and object properties through contact. This information can surprisingly ease the learning of contact-rich robot manipulation skills, especially when the v…
• SSDM: Scalable Speech Dysfluency Modeling
  2024 · 生命科学 · Speech dysfluency modeling is the core module for spoken language learning, and speech therapy. However, there are three challenges. First, current state-of-the-art solutions\cite{lian2023unconstrained-udm, lian-anumanch…
• Understanding Pedestrian Movement Using Urban Sensing Technologies: The Promise of Audio-based Sensors
  2024 · 低空经济 · While various sensors have been deployed to monitor vehicular flows, sensing pedestrian movement is still nascent. Yet walking is a significant mode of travel in many cities, especially those in Europe, Africa, and Asia.…
• SVDD Challenge 2024: A Singing Voice Deepfake Detection Challenge Evaluation Plan
  2024 · 量子计算 · The rapid advancement of AI-generated singing voices, which now closely mimic natural human singing and align seamlessly with musical scores, has led to heightened concerns for artists and the music industry. Unlike spok…
• The T05 System for The VoiceMOS Challenge 2024: Transfer Learning from Deep Image Classifier to Naturalness MOS Prediction of High-Quality Synthetic Speech
  2024 · 量子计算 · We present our system (denoted as T05) for the VoiceMOS Challenge (VMC) 2024. Our system was designed for the VMC 2024 Track 1, which focused on the accurate prediction of naturalness mean opinion score (MOS) for high-qu…
• Towards an AI to Win Ghana's National Science and Maths Quiz
  2023 · AI 驱动科学发现 · Can an AI win Ghana's National Science and Maths Quiz (NSMQ)? That is the question we seek to answer in the NSMQ AI project, an open-source project that is building AI to compete live in the NSMQ and win. The NSMQ is an …
• Progressive Alignment Objectives for Aligner-Encoder based ASR
  2026 · AI 安全与对齐 · Aligner-Encoders are recently proposed seq2seq end-to-end ASR models that replace decoder attention by predicting the uth token directly from the u-th encoder position, so the encoder must learn the alignment internally …
• From Continuous Deployment to Queryable Dataset: Terabyte-Scale AIS-Aligned Passive Acoustic Labelling
  2026 · AI 安全与对齐 · Long-duration passive acoustic deployments produce large archives of recordings that are not linked to vessel tracks or encounter structure, leaving range and contact conditions unavailable as variables and requiring man…
• Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge
  2026 · AI 安全与对齐 · The Environment-Aware Speech and Sound Deepfake Detection Challenge (ESDD2), held in conjunction with ICME 2026, evaluated systems for five component-level audio spoofing detection, where speech and environmental sounds …
• Super Star: Towards Streaming Real-time Interactive Agents for Digital Humans
  2026 · AI 安全与对齐 · Existing co-speech gesture generation methods are predominantly studied in offline settings, where gestures are synthesized from complete speech segments. However, interactive digital humans in real-world scenarios are r…
• Enhancing Multilingual LLM-based ASR with Mixture of Experts and Dynamic Downsampling
  2026 · AI 安全与对齐 · The rapid progress of large language models (LLMs) has opened up a new frontier for automatic speech recognition (ASR), making their effective integration a critical and challenging research direction. To this end, this …
• Attention-weighted Centered Kernel Alignment for Knowledge Distillation in Large Audio-Language Models Applied to Speech Emotion Recognition
  2026 · AI 安全与对齐 · The emergence of Large Audio-Language Models (LALMs) has advanced Speech Emotion Recognition (SER), but their size limits deployment in resource-constrained environments. While Knowledge Distillation is effective for LAL…
• SGPA: Spectrogram-Guided Phonetic Alignment for Feasible Shapley Value Explanations in Multimodal Large Language Models
  2026 · AI 安全与对齐 · Explaining the behavior of end-to-end audio language models via Shapley value attribution is intractable under native tokenization: a typical utterance yields over $150$ encoder frames, inflating the coalition space by r…
• Brain-to-Speech: Prosody Feature Engineering and Transformer-Based Reconstruction
  2026 · 仿生智能 · This chapter presents a novel approach to brain-to-speech (BTS) synthesis from intracranial electroencephalography (iEEG) data, emphasizing prosody-aware feature engineering and advanced transformer-based models for high…
• EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis
  2026 · 边缘智能 · Reviewing recorded interviews for affective cues such as composure and agitation is slow and subjective, and cloud services that could automate the task require sensitive audio to leave the device. EmotionAI is a fully l…
• ICASSP 2026 URGENT Speech Enhancement Challenge
  2026 · 量子计算 · The ICASSP 2026 URGENT Challenge advances the series by focusing on universal speech enhancement (SE) systems that handle diverse distortions, domains, and input conditions. This overview paper details the challenge's mo…
• The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge
  2026 · 量子计算 · This paper summarizes the ICASSP 2026 Automatic Song Aesthetics Evaluation (ASAE) Challenge, which focuses on predicting the subjective aesthetic scores of AI-generated songs. The challenge consists of two tracks: Track …
• The Interspeech 2026 Audio Encoder Capability Challenge for Large Audio Language Models
  2026 · 量子计算 · This paper presents the Interspeech 2026 Audio Encoder Capability Challenge, a benchmark specifically designed to evaluate and advance the performance of pre-trained audio encoders as front-end modules for Large Audio La…
• UT-AISTimprt submission for ICME 2026 Grand Challenge on Academic Text-to-Music Generation
  2026 · 量子计算 · This work investigates the effect of batch sampling strategies during training for text-to-audio music generation under low-data and small-scale model settings. This paper describes our approach and findings for the ICME…
• ISCSLP 2026 CoT-TTS Challenge: Chain-of-Thought Reasoning for Context-Aware Text-to-Speech
  2026 · 量子计算 · Recent advances in text-to-speech (TTS) have greatly improved speech naturalness, speaker similarity, and controllability. However, most existing controllable TTS systems still rely on explicit user-provided style prompt…
• The TCG CREST -- RKMVERI Submission for the NCIIPC Startup India AI Grand Challenge
  2025 · AI 安全与对齐 · In this report, we summarize the integrated multilingual audio processing pipeline developed by our team for the inaugural NCIIPC Startup India AI GRAND CHALLENGE, addressing Problem Statement 06: Language-Agnostic Speak…
• A Fourier Explanation of AI-music Artifacts
  2025 · AI 安全与对齐 · The rapid rise of generative AI has transformed music creation, with millions of users engaging in AI-generated music. Despite its popularity, concerns regarding copyright infringement, job displacement, and ethical impl…
• Audio Question Answering with GRPO-Based Fine-Tuning and Calibrated Segment-Level Predictions
  2025 · AI 安全与对齐 · In this report, we describe our submission to Track 5 of the DCASE 2025 Challenge for the task of Audio Question Answering(AQA). Our system leverages the SSL backbone BEATs to extract frame-level audio features, which ar…
• Music Arena: Live Evaluation for Text-to-Music
  2025 · AI 安全与对齐 · We present Music Arena, an open platform for scalable human preference evaluation of text-to-music (TTM) models. Soliciting human preferences via listening studies is the gold standard for evaluation in TTM, but these st…
• Large-Scale Training Data Attribution for Music Generative Models via Unlearning
  2025 · AI 安全与对齐 · This paper explores the use of unlearning methods for training data attribution (TDA) in music generative models trained on large-scale datasets. TDA aims to identify which specific training data points contributed the m…
• Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation
  2025 · AI 安全与对齐 · This paper describes the synthesis of the room acoustics challenge as a part of the generative data augmentation workshop at ICASSP 2025. The challenge defines a unique generative task that is designed to improve the qua…
• Personality-Enhanced Multimodal Depression Detection in the Elderly
  2025 · AI 安全与对齐 · This paper presents our solution to the Multimodal Personality-aware Depression Detection (MPDD) challenge at ACM MM 2025. We propose a multimodal depression detection model in the Elderly that incorporates personality c…
• Open-Set Source Tracing of Audio Deepfake Systems
  2025 · AI 安全与对齐 · Existing research on source tracing of audio deepfake systems has focused primarily on the closed-set scenario, while studies that evaluate open-set performance are limited to a small number of unseen systems. Due to the…
• T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback
  2025 · AI 安全与对齐 · Text-to-audio (T2A) generation has achieved remarkable progress in generating a variety of audio outputs from language prompts. However, current state-of-the-art T2A models still struggle to satisfy human preferences for…
• Assessing the Alignment of Audio Representations with Timbre Similarity Ratings
  2025 · AI 安全与对齐 · Psychoacoustical so-called "timbre spaces" map perceptual similarity ratings of instrument sounds onto low-dimensional embeddings via multidimensional scaling, but suffer from scalability issues and are incapable of gene…
• TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis
  2025 · AI 安全与对齐 · This paper introduces Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning (TARO), a novel framework for high-fidelity and temporally coherent video-to-audio synthesis. Built upon flow-based transform…
• Representation Learning for Semantic Alignment of Language, Audio, and Visual Modalities
  2025 · AI 安全与对齐 · This paper proposes a single-stage training approach that semantically aligns three modalities - audio, visual, and text using a contrastive learning framework. Contrastive training has gained prominence for multimodal a…
• The AudioMOS Challenge 2025
  2025 · 地外矿物 · This is the summary paper for the AudioMOS Challenge 2025, the very first challenge for automatic subjective quality prediction for synthetic audio. The challenge consists of three tracks. The first track aims to assess …

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