Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

R. G. Leonard and G. R. Doddington. (1992) A speaker-independent connected-digit database. [Online]. Available: https://catalog.ldc.upenn.edu/docs/LDC93S10/tidigits.readme.html

1992

Earlier work this paper cites.

J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei, “ImageNet: A Large-Scale Hierarchical Image Database,” in CVPR09 , 2009

2009

Earlier work this paper cites.

J. Salamon, C. Jacoby, and J. P. Bello, “A dataset and taxonomy for urban sound research,” in Proceedings of the 22Nd ACM International Conference on Multimedia , ser. MM ’14. New York, NY, USA: ACM, 2014, pp. 1041–1044. [Online]. Available: http://doi.acm.org/10.1145/2647868.2655045

2014

Earlier work this paper cites.

V. Panayotov, G. Chen, D. Povey, and S. Khudanpur, “Librispeech: an ASR corpus based on public domain audio books,” in Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP) . IEEE, 2015

2015

Earlier work this paper cites.

(2015) Web audio api. [Online]. Available: https://developer.mozilla.org/en-US/docs/Web/API/Web_Audio_API

2015

Earlier work this paper cites.

T. N. Sainath and C. Parada, “Convolutional Neural Networks for Small-Footprint Keyword Spotting,” in Sixteenth Annual Conference of the International Speech Communication Association , 2015. [Online]. Available: https://www.isca-speech.org/archive/interspeech_2015/papers/i15_1478.pdf

2015

Earlier work this paper cites.

(2017) Speech commands dataset version 1. [Online]. Available: http://download.tensorflow.org/data/speech_commands_v0.01.tar.gz

2017

Earlier work this paper cites.

(2017) Mozilla common voice. [Online]. Available: https://voice.mozilla.org/en

2017

Earlier work this paper cites.

(2017) Hey siri: An on-device dnn-powered voice trigger for apple’s personal assistant. [Online]. Available: https://machinelearning.apple.com/2017/10/01/hey-siri.html

2017

Earlier work this paper cites.

(2017) Speech commands dataset test set version 1. [Online]. Available: http://download.tensorflow.org/data/speech_commands_test_set_v0.01.tar.gz

2017

Cited alongside, same era.

(2017) Tensorflow audio recognition tutorial. [Online]. Available: https://www.tensorflow.org/tutorials/audio_recognition

2017

Cited alongside, same era.

B. McMahan and D. Rao, “Listening to the World Improves Speech Command Recognition,” ArXiv e-prints , Oct. 2017

2017

Cited alongside, same era.

R. Tang and J. Lin, “Deep Residual Learning for Small-Footprint Keyword Spotting,” ArXiv e-prints , Oct. 2017

2017

Cited alongside, same era.

J. Lee, T. Kim, J. Park, and J. Nam, “Raw Waveform-based Audio Classification Using Sample-level CNN Architectures,” ArXiv e-prints , Dec. 2017

2017

Cited alongside, same era.

(2018) Implementation of set assignment algorithm. [Online]. Available: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/speech_commands/input_data.py#L61

2018

Closest in time.

(2018) Speech commands dataset test set version 2. [Online]. Available: http://download.tensorflow.org/data/speech_commands_test_set_v0.02.tar.gz

2018

Closest in time.

(2018) test_streaming_accuracy.cc source file. [Online]. Available: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/speech_commands/test_streaming_accuracy.cc

2018

Closest in time.

(2018) recognize_commands.cc source file. [Online]. Available: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/speech_commands/recognize_commands.cc

2018

Closest in time.

(2018) Speech commands dataset streaming test version 2. [Online]. Available: http://download.tensorflow.org/data/speech_commands_streaming_test_v0.02.tar.gz