Latest Research in Audio and Speech Processing
24 research papers · 2026 median publication year
Top Research Topics in Audio and Speech Processing
- Sound — 9 papers
- Audio and Speech Processing — 8 papers
- Music and Audio Processing — 3 papers
- Hearing Loss and Rehabilitation — 1 papers
- Machine Learning — 1 papers
- Voice and Speech Disorders — 1 papers
- Multimedia — 1 papers
Highest-Cited Papers
- MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation
- Spacing Out: On the Reliability of Binaural Music Source Separation Metrics
- Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models
- Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks
- A Benchmark of Generative Methods for Zero-Shot Environmental Sound Classification
- Probing Spatial Structure in Pretrained Audio Representations
- Closing the Loop on the Cocktail Party Effect: From Attention Decoding to Neuro-Steered Selective Hearing
- The Sound of Absence: Audio-Language Embedding Models Struggle with Negation
- A Hybrid Mamba for Audio-Visual Navigation
- Efficient Text-to-Audio Generation via Pruning
- Qwen-Audio-VAE Technical Report
- Towards Event-Robust Acoustic Scene Classification
- OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder
- ECHOv2: Two-Level Band-Splitting Representation Learning for Anomalous Sound Detection
- Dual-view fusion of log-mel spectrogram encodings for dysarthria detection: use in the context of awake brain surgery
- ForNet: classification of critical forest acoustic events using discriminative CNN representations and ensemble learning
- Clean2FX: Label-conditioned modeling for clean-to-effect guitar audio transformations
- DASH: Dynamic Audio-Driven Semantic Chunking for Efficient Omnimodal Token Compression
- TriA Pipeline: A Large-Scale Automatic Audio Annotation Pipeline For Audio Classification In Specific Scenarios
- A Frequency-Structured Dilated Conformer Architecture for Full-Kit Automatic Drum Transcription