R Interface to 'pytorch''s 'torchaudio'


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Documentation for package ‘torchaudio’ version 0.3.1

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cmuarctic_dataset CMU Arctic Dataset
extract_archive Extract Archive
functional_add_noise_shaping Noise Shaping (functional)
functional_allpass_biquad All-pass Biquad Filter (functional)
functional_amplitude_to_db Amplitude to DB (functional)
functional_angle Angle (functional)
functional_apply_probability_distribution Probability Distribution Apply (functional)
functional_bandpass_biquad Band-pass Biquad Filter (functional)
functional_bandreject_biquad Band-reject Biquad Filter (functional)
functional_band_biquad Two-pole Band Filter (functional)
functional_bass_biquad Bass Tone-control Effect (functional)
functional_biquad Biquad Filter (functional)
functional_complex_norm Complex Norm (functional)
functional_compute_deltas Delta Coefficients (functional)
functional_contrast Contrast Effect (functional)
functional_create_dct DCT transformation matrix (functional)
functional_create_fb_matrix Frequency Bin Conversion Matrix (functional)
functional_db_to_amplitude DB to Amplitude (functional)
functional_dcshift DC Shift (functional)
functional_deemph_biquad ISO 908 CD De-emphasis IIR Filter (functional)
functional_detect_pitch_frequency Detect Pitch Frequency (functional)
functional_dither Dither (functional)
functional_equalizer_biquad Biquad Peaking Equalizer Filter (functional)
functional_flanger Flanger Effect (functional)
functional_gain Gain (functional)
functional_griffinlim Griffin-Lim Transformation (functional)
functional_highpass_biquad High-pass Biquad Filter (functional)
functional_lfilter An IIR Filter (functional)
functional_lowpass_biquad Low-pass Biquad Filter (functional)
functional_magphase Magnitude and Phase (functional)
functional_mask_along_axis Mask Along Axis (functional)
functional_mask_along_axis_iid Mask Along Axis IID (functional)
functional_mel_scale Mel Scale (functional)
functional_mu_law_decoding Mu Law Decoding (functional)
functional_mu_law_encoding Mu Law Encoding (functional)
functional_overdrive Overdrive Effect (functional)
functional_phaser Phasing Effect (functional)
functional_phase_vocoder Phase Vocoder
functional_riaa_biquad RIAA Vinyl Playback Equalisation (functional)
functional_sliding_window_cmn sliding-window Cepstral Mean Normalization (functional)
functional_spectrogram Spectrogram (functional)
functional_treble_biquad Treble Tone-control Effect (functional)
functional_vad Voice Activity Detector (functional)
functional__combine_max Combine Max (functional)
functional__compute_nccf Normalized Cross-Correlation Function (functional)
functional__find_max_per_frame Find Max Per Frame (functional)
functional__generate_wave_table Wave Table Generator (functional)
functional__median_smoothing Median Smoothing (functional)
kaldi_resample_waveform Kaldi's Resample Waveform
kaldi__get_lr_indices_and_weights Linear Resample Indices And Weights
kaldi__get_num_lr_output_samples Linear Resample Output Samples
linear_to_mel_frequency Linear to mel frequency
list_audio_backends List available audio backends
mel_to_linear_frequency Mel to linear frequency
model_melresnet MelResNet
model_resblock ResBlock
model_stretch2d Stretch2d
model_upsample_network UpsampleNetwork
model_wavernn WaveRNN
speechcommand_dataset Speech Commands Dataset
torchaudio_info Audio Information
torchaudio_load Load Audio File
transform_amplitude_to_db Amplitude to DB
transform_complex_norm Complex Norm
transform_compute_deltas Delta Coefficients
transform_fade Fade In/Out
transform_frequencymasking Frequency-domain Masking
transform_inverse_mel_scale Inverse Mel Scale
transform_mel_scale Mel Scale
transform_mel_spectrogram Mel Spectrogram
transform_mfcc Mel-frequency Cepstrum Coefficients
transform_mu_law_decoding Mu Law Decoding
transform_mu_law_encoding Mu Law Encoding
transform_resample Signal Resample
transform_sliding_window_cmn sliding-window Cepstral Mean Normalization
transform_spectrogram Spectrogram
transform_timemasking Time-domain Masking
transform_time_stretch Time Stretch
transform_to_tensor Convert an audio object into a tensor
transform_vad Voice Activity Detector
transform_vol Add a volume to an waveform.
transform__axismasking Axis Masking
yesno_dataset YesNo Dataset