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torchaudio  

R Interface to 'pytorch”s 'torchaudio'
View on CRAN: Click here


Download and install torchaudio package within the R console
Install from CRAN:
install.packages("torchaudio")

Install from Github:
library("remotes")
install_github("cran/torchaudio")

Install by package version:
library("remotes")
install_version("torchaudio", "0.3.1")



Attach the package and use:
library("torchaudio")
Maintained by
Sigrid Keydana
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-18
Latest Update: 2023-02-08
Description:
Provides access to datasets, models and processing facilities for deep learning in audio.
How to cite:
Sigrid Keydana (2021). torchaudio: R Interface to 'pytorch”s 'torchaudio'. R package version 0.3.1, https://cran.r-project.org/web/packages/torchaudio. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.1.0 (2021-01-18 11:00), 0.2.0 (2021-05-05 17:20), 0.2.1 (2023-01-16 20:20), 0.2.2 (2023-01-23 17:40), 0.3.0 (2023-02-06 15:30)
Other packages that cited torchaudio R package
View torchaudio citation profile
Other R packages that torchaudio depends, imports, suggests or enhances
Complete documentation for torchaudio
Functions, R codes and Examples using the torchaudio R package
Some associated functions: av_loader . cmuarctic_dataset . extract_archive . functional__combine_max . functional__compute_nccf . functional__find_max_per_frame . functional__generate_wave_table . functional__median_smoothing . functional_add_noise_shaping . functional_allpass_biquad . functional_amplitude_to_db . functional_angle . functional_apply_probability_distribution . functional_band_biquad . functional_bandpass_biquad . functional_bandreject_biquad . functional_bass_biquad . functional_biquad . functional_complex_norm . functional_compute_deltas . functional_contrast . functional_create_dct . functional_create_fb_matrix . functional_db_to_amplitude . functional_dcshift . functional_deemph_biquad . functional_detect_pitch_frequency . functional_dither . functional_equalizer_biquad . functional_flanger . functional_gain . functional_griffinlim . functional_highpass_biquad . functional_lfilter . functional_lowpass_biquad . functional_magphase . functional_mask_along_axis . functional_mask_along_axis_iid . functional_mel_scale . functional_mu_law_decoding . functional_mu_law_encoding . functional_overdrive . functional_phase_vocoder . functional_phaser . functional_riaa_biquad . functional_sliding_window_cmn . functional_spectrogram . functional_treble_biquad . functional_vad . internal__normalize_audio . kaldi__get_lr_indices_and_weights . kaldi__get_num_lr_output_samples . kaldi_resample_waveform . linear_to_mel_frequency . list_audio_backends . mel_to_linear_frequency . model_melresnet . model_resblock . model_stretch2d . model_upsample_network . model_wavernn . speechcommand_dataset . strip . torchaudio_info . torchaudio_load . transform__axismasking . transform_amplitude_to_db . transform_complex_norm . transform_compute_deltas . transform_fade . transform_frequencymasking . transform_inverse_mel_scale . transform_mel_scale . transform_mel_spectrogram . transform_mfcc . transform_mu_law_decoding . transform_mu_law_encoding . transform_resample . transform_sliding_window_cmn . transform_spectrogram . transform_time_stretch . transform_timemasking . transform_to_tensor . transform_vad . transform_vol . tuneR_loader . walk_files . yesno_dataset . 
Some associated R codes: backend-av.R . backend-common.R . backend-tuneR.R . backend-utils.R . conditions.R . dataset-cmuarctic.R . dataset-speechcommands.R . dataset-utils.R . dataset-yesno.R . extras.R . functional.R . internal-misc_ops.R . kaldi.R . models-wavernn.R . torchaudio-package.R . transforms.R .  Full torchaudio package functions and examples
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