Engineering & Signals · Interdisciplinary & Society
Audio & Speech Processing
The newest papers in Audio & Speech Processing that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
334 papers, from 8 September 2026 to 4 November 2026: 334 arXiv preprints.
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Newest papers, page 12
A Comprehensive Study of Content Representations for Speech Synthesis
Speech content representations are central to voice conversion, speech-to-speech translation, and multimodal language models, yet they are rarely compared under a common generative framework that…Synth-JEPA: Joint Embedding Prediction for Renderer-Free Synthesizer Parameter Search
Sound matching can be formulated as optimizing synthesizer parameters against an audio-domain objective.BreathGRU: A Novel Semi-Supervised Bidirectional Gated Recurrent Unit Framework for Speech and Breath Segmentation for Respiratory Audio
Speech-breath segmentation is a fundamental preprocessing step in respiratory audio analysis, enabling applications such as respiratory acoustic biomarker extraction, lung function prediction and…BAT-CLIP: Trimodal Alignment of Brain, Audio and Text
Decoding and interpreting naturalistic speech from the brain increasingly relies on alignment to pretrained speech and language representation spaces.Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
Current Audio-Visual LLMs (AVLLMs) struggle with reasoning over videos featuring multi-speaker dialogues.Acoustic-to-Text KV Compression for Full-Duplex Speech Models
Full-duplex speech language models continuously accumulate acoustic key-value (KV) states, making long-running interactions memory-intensive.Why Alzheimer's Speech Screening Fails to Generalize: Bridging the Deployment Gap via Cross-Corpus Evidence Anchoring
Speech-based screening is a promising, non-invasive approach for detecting Alzheimer's disease and related cognitive risks.NVAlign: Direct-Gradient Optimization for Non-Verbal Control in Continuous Autoregressive Flow Matching Text-to-Speech
While modern text-to-speech (TTS) systems generate highly natural speech and support inline non-verbal vocalization (NVV) tags, accurate control over these events remains challenging.MAESTRO: a Multimodal Auditory-attention Egocentric Speech-TRacking Open corpus
Humans rely on gaze, head movements, and visual cues to attend to speakers in noisy environments, yet auditory attention decoding (AAD) has been studied primarily using electroencephalography (EEG).Improving Audiovisual Speech Recognition through Synthetic Visual Data Augmentation
Audiovisual Speech Recognition (AVSR) is a multimodal approach to speech recognition that incorporates visual information from lip movements to enhance model performance.VoiceNet: Fine-Grained Voice Understanding Beyond Emotion at Scale
Expressive speech synthesis has outpaced expressive speech perception: systems now render fine-grained vocal performances that no public benchmark can score.Tracing Decoder Artifacts for Compact Synthetic Speech Screening
Recent advances in speech synthesis and voice cloning have increased the need for reliable synthetic-speech detection, yet high-accuracy detectors increasingly rely on large pretrained models that…Beyond Discrimination: Calibrated Geoprior Fusion for Bioacoustic Monitoring
Modern bioacoustic foundation models like Perch and BirdNET can identify species with high discriminative accuracy, yet their confidence scores are often uncalibrated and difficult to interpret as…Learning New Words from Unlabeled Test Data in Automatic Speech Recognition
New words are invented every day.Same Bit Width, Different Outcomes: Post-Training Quantization of Text-to-Speech Across Architectures
Post-training quantization (PTQ) reduces the cost of on-device text-to-speech (TTS), but published evaluations cover one system or method.Personalized Korean Lipreading as Visual Speech Recognition: Transfer, Census and Adaptation on OLKAVS
We present a personalized Korean visual speech recognition (VSR) system and quantify, on the nine-camera OLKAVS corpus, the gap between the population-level benchmark score and an individual user's…Accent Analogy Guidance: More Speaker Similarity at Equal Accent in Cross-Lingual Voice Cloning
In cross-lingual zero-shot text-to-speech, the accent of the reference leaks into the target speech.WST-Graph: Topology-Preserving Wavelet Scattering Front-End for Speech Deepfake Detection
The acoustic front-end determines which forensic cues a speech deepfake detector can exploit.Transcript-Supervised Post-Training of Generative Speech Enhancement on Real Recordings via Reinforce Adjoint Matching
We adapt Reinforce Adjoint Matching (RAM), a reward-based post-training method, to generative speech enhancement (SE).Anatomy-aware cross-speaker adaptation of complete vocal-tract acoustic-to-articulatory inversion
Cross-speaker acoustic-to-articulatory inversion requires accounting for anatomical differences between speakers.