Sequence Modeling

Mamba-based Hybrid Model for Speech Enhancement Interspeech 2025 MASV: Speaker Verification with Global and Local Context Mamba Interspeech 2025 Multi-Channel Sequence-to-Sequence Neural Diarization: Experimental Results for The MISP 2025 Challenge Interspeech 2025 Online Audio-Visual Autoregressive Speaker Extraction Interspeech 2025 Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Interspeech 2025 Overlap-Adaptive Hybrid Speaker Diarization and ASR-Aware Observation Addition for MISP 2025 Challenge Interspeech 2025 Pushing the Limits of End-to-End Diarization Interspeech 2025 Quadruple Path Modeling with Latent Feature Transfer for Permutation-free Continuous Speech Separation Interspeech 2025 Representing Speech Through Autoregressive Prediction of Cochlear Tokens Interspeech 2025 RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025 Robust Neural Codec Language Modeling with Phoneme Position Prediction for Zero-Shot TTS Interspeech 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 Sequence models for continuous cell cycle stage prediction from brightfield images MIDL 2025 Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025 SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs ICLR 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025 StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion Interspeech 2025 Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling ICLR 2025 Temporal Convolutional Network with Smoothed and Weighted Losses for Distant Voice Activity and Overlapped Speech Detection Interspeech 2025 Temporal Modeling of Room Impulse Response Generation via Multi-Scale Autoregressive Learning Interspeech 2025 The Belief State Transformer ICLR 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement Interspeech 2025 Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation NeurIPS 2024 Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024