13 citations · 15 across the 4 of their papers we have counts for
6 papers
ESB: A Benchmark For Multi-Domain End-to-End Speech Recognition
Sanchit Gandhi, Patrick von Platen, Alexander M. Rush
Speech recognition applications cover a range of different audio and text distributions, with different speaking styles, background noise, transcription punctuation and character c…
XTREME-S: Evaluating Cross-lingual Speech Representations
Alexis Conneau, Ankur Bapna, Yu Zhang +16
We introduce XTREME-S, a new benchmark to evaluate universal cross-lingual speech representations in many languages. XTREME-S covers four task families: speech recognition, classif…
Datasets: A Community Library for Natural Language Processing
Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite +29
The scale, variety, and quantity of publicly-available NLP datasets has grown rapidly as researchers propose new tasks, larger models, and novel benchmarks. Datasets is a community…
Multi-Task Siamese Neural Network for Improving Replay Attack Detection
Patrick von Platen, Fei Tao, Gokhan Tur
Automatic speaker verification systems are vulnerable to audio replay attacks which bypass security by replaying recordings of authorized speakers. Replay attack detection (RA) det…
HuggingFace's Transformers: State-of-the-art Natural Language Processing
Thomas Wolf, Lysandre Debut, Victor Sanh +19
Recent progress in natural language processing has been driven by advances in both model architecture and model pretraining. Transformer architectures have facilitated building hig…
Multi-Span Acoustic Modelling using Raw Waveform Signals
Patrick von Platen, Chao Zhang, Philip Woodland
Traditional automatic speech recognition (ASR) systems often use an acoustic model (AM) built on handcrafted acoustic features, such as log Mel-filter bank (FBANK) values. Recent s…