speech representation

A framework for analyzing concept representations in neural models CoNLL 2026 An Exploration of Mamba for Speech Self-Supervised Models ACL 2026 CSPB: Conversational Speech Processing Benchmark for Self-supervised Speech Models EACL 2026 Difference in Task Performance on Sparse Speech Representations ACL 2026 Stronger Normalization-Free Transformers CVPR 2026 Advancing Emotion Recognition via Ensemble Learning: Integrating Speech, Context, and Text Representations Interspeech 2025 AfriHuBERT: A self-supervised speech representation model for African languages Interspeech 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025 Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025 From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model EMNLP 2025 From Pretraining to Performance: Benchmarking Self-Supervised Speech Models for Interspeech-25 SER Challenge Interspeech 2025 HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement Interspeech 2025 Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R Interspeech 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025 Self-supervised learning of speech representations with Dutch archival data Interspeech 2025 SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025 Sylber: Syllabic Embedding Representation of Speech from Raw Audio ICLR 2025 WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing Interspeech 2025 Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection Interspeech 2024 Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024 Comparing Discrete and Continuous Space LLMs for Speech Recognition Interspeech 2024 Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context Interspeech 2024 CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting Interspeech 2024