Latest Research in Speech Recognition and Synthesis

51 research papers · 2026 median publication year

Top Research Topics in Speech Recognition and Synthesis

Highest-Cited Papers

  1. Unfolded Recursive Expectation-Maximization Neural Network For Speaker Tracking
  2. VAD to the Bone: Ultra-Tiny Speech Activity Detection for Edge Deployment
  3. Dissecting Sensitivity to Training Language in Self-Supervised Speech Learning Using Neural Audio Codec Tokens
  4. LL-SDR: Low-Latency Speech enhancement through Discrete Representations
  5. MoLGE: Mixture of Language Group Experts for Efficient Scaling of Massively Multilingual Speech Recognition
  6. Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features
  7. A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
  8. Optimising Neural Speech Codecs for 300bps Communication using Reinforcement Learning
  9. Cumsum-Composable Phase Transport for Low-Cost Streaming Keyword Spotting
  10. SimulS2ST-Omni: Data-Efficient Streaming Speech-to-Speech Translation via Explicit Trajectory Supervision
  11. StellarTTS: Sparse Temporal Embedding for Low-Latency and Robust Speech Synthesis
  12. FreyaTTS: A Compact Tokenizer-Free Flow-Matching Transformer for Turkish-First Speech Synthesis
  13. AM-DANet: Additive margin with dynamic augmentation network for speaker identification
  14. Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers
  15. LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
  16. ZipL-Dialog: Memory-Efficient Long-Form Spoken Dialog Synthesis via Latent Flow Matching
  17. Audio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model
  18. Investigating the Integration of Spatial Information in Foundation-Model-Based Speaker Diarization
  19. Teaching Speech Enhancement Models to Sing: Domain Adaptation from Speech Enhancement to Singing Voice Separation
  20. Synchronized Three-Dimensional Vocal-Tract Motion for Speech Synchronization via Joint-Embedding Predictive Architecture Alignment
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
L3 Region
2026 JUL Q4

Speech Recognition and Synthesis

51 papers

Top Topics (9)

Sound18
Audio and Speech Processing17
Computation and Language8
Speech Recognition and Synthesis2
Computer Vision and Pattern Recognition2
Artificial Intelligence1
Speech and Audio Processing1
Machine Learning1
Multimedia1

Top Publications (20)

1.Unfolded Recursive Expectation-Maximization Neural Network For Speaker Tracking2.VAD to the Bone: Ultra-Tiny Speech Activity Detection for Edge Deployment3.Dissecting Sensitivity to Training Language in Self-Supervised Speech Learning Using Neural Audio Codec Tokens4.LL-SDR: Low-Latency Speech enhancement through Discrete Representations5.MoLGE: Mixture of Language Group Experts for Efficient Scaling of Massively Multilingual Speech Recognition6.Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features7.A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting8.Optimising Neural Speech Codecs for 300bps Communication using Reinforcement Learning9.Cumsum-Composable Phase Transport for Low-Cost Streaming Keyword Spotting10.SimulS2ST-Omni: Data-Efficient Streaming Speech-to-Speech Translation via Explicit Trajectory Supervision11.StellarTTS: Sparse Temporal Embedding for Low-Latency and Robust Speech Synthesis12.FreyaTTS: A Compact Tokenizer-Free Flow-Matching Transformer for Turkish-First Speech Synthesis13.AM-DANet: Additive margin with dynamic augmentation network for speaker identification14.Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers15.LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement16.ZipL-Dialog: Memory-Efficient Long-Form Spoken Dialog Synthesis via Latent Flow Matching17.Audio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model18.Investigating the Integration of Spatial Information in Foundation-Model-Based Speaker Diarization19.Teaching Speech Enhancement Models to Sing: Domain Adaptation from Speech Enhancement to Singing Voice Separation20.Synchronized Three-Dimensional Vocal-Tract Motion for Speech Synchronization via Joint-Embedding Predictive Architecture Alignment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.