Native R 'torch' Implementation of 'OpenAI' 'Whisper'

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Documentation for package ‘whisper’ version 0.1.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

apply_bpe	Apply BPE Merges
audio_duration	Get Audio Duration
audio_to_mel	Convert Audio to Mel Spectrogram
byte_to_token	Convert Byte to BPE Token
clean_text	Clean Transcribed Text
compute_stft	Compute STFT Magnitude
copy_if_exists	Copy Weight if Exists
create_decoder	Create Decoder from Config
create_encoder	Create Encoder from Config
create_mel_filterbank_fallback	Create Mel Filterbank (Fallback)
decode_bpe_bytes	Decode BPE Bytes Back to Text
decode_timestamp	Decode Timestamp Token
download_tokenizer_files	Download Tokenizer Files from HuggingFace
download_whisper_model	Download Model from HuggingFace
ensure_tokenizer_files	Ensure Tokenizer Files are Downloaded
extract_segments	Extract Segments with Timestamps
get_initial_tokens	Get Initial Decoder Tokens
get_model_path	Get Model Cache Path
get_weights_path	Get Path to Model Weights
greedy_decode	Greedy Decoding
hz_to_mel	Convert Hz to Mel Scale
is_timestamp_token	Check if Token is Timestamp
list_downloaded_models	List Downloaded Models
list_whisper_models	List Available Models
load_added_tokens	Load Added Tokens from HuggingFace
load_audio	Load and Preprocess Audio
load_decoder_weights	Load Decoder Weights
load_encoder_weights	Load Encoder Weights
load_mel_filterbank	Load Pre-computed Mel Filterbank
load_whisper_model	Load Whisper Model
load_whisper_weights	Load Weights from Safetensors
mel_to_hz	Convert Mel Scale to Hz
model_exists	Check if Model is Downloaded
pad_or_trim	Pad or Trim Audio to Fixed Length
parse_device	Parse Device Argument
parse_dtype	Parse Dtype Argument
split_audio	Split Long Audio into Chunks
tokenizer_decode	Decode Token IDs to Text
tokenizer_encode	Encode Text to Token IDs
transcribe	Whisper Transcription
transcribe_chunk	Transcribe Single Chunk
transcribe_long	Transcribe Long Audio
whisper_attention	Whisper Encoder
whisper_config	Whisper Model Configurations
whisper_decoder	Text Decoder
whisper_decoder_layer	Whisper Decoder
whisper_device	Device and Dtype Management
whisper_dtype	Get Default Dtype
whisper_encoder	Audio Encoder
whisper_encoder_layer	Encoder Layer
whisper_lang_token	Get Language Token ID
whisper_model	Whisper Model
WHISPER_SAMPLE_RATE	Audio Preprocessing for Whisper
whisper_special_tokens	Special Token IDs
whisper_tokenizer	Whisper BPE Tokenizer