| #!/bin/bash |
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| |
| cfg_file= |
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| effect="denoiser" |
| gpu="t4" |
| ulimit_val=0 |
| sample_rate=16 |
| output_sample_rate=48 |
| batch_size=1 |
| reset= |
| multi_input="" |
| frame_size=10; |
| enable_vad= |
| input_file= |
|
|
| args=() |
|
|
| declare -A gpu_map=( ["a100"]="sm_80" |
| ["a30"]="sm_80" |
| ["a2"]="sm_86" |
| ["a10"]="sm_86" |
| ["a16"]="sm_86" |
| ["a40"]="sm_86" |
| ["t4"]="sm_75" |
| ["v100"]="sm_70" |
| ) |
|
|
| gpu_list=$(IFS=/; printf "%s" "${!gpu_map[*]}") |
|
|
| declare -A supported_effects=( ["denoiser"]="16 48" |
| ["dereverb"]="16 48" |
| ["dereverb_denoiser"]="16 48" |
| ["aec"]="16 48" |
| ["superres"]="8_to_16 16_to_48 8_to_48" |
| ) |
|
|
| supported_effects_list=$(IFS=/; printf "%s" "${!supported_effects[*]}") |
|
|
| while [[ "$#" -gt 0 ]]; do |
| args+=($1) |
| case $1 in |
| -e|--effect) effect="$2"; args+=($2); shift ;; |
| -g|--gpu) gpu="$2"; args+=($2); shift ;; |
| -u|--ulimit) ulimit_val="$2"; args+=($2); shift ;; |
| -s|--sample_rate) sample_rate="$2"; args+=($2); shift ;; |
| -o|--output_sample_rate) output_sample_rate="$2"; args+=($2); shift ;; |
| -b|--batch_size) batch_size="$2"; args+=($2); shift ;; |
| -c|--cfg-file) cfg_file="$2"; args+=($2); shift;; |
| -r|--reset) multi_input="0,1,2,3,4" reset="reset 2 3 5";; |
| -f|--frame_size) frame_size="$2"; args+=($2); shift;; |
| -v|--enable_vad) enable_vad=1;; |
| -i|--input_file) input_file="$2"; unset 'args[${#args[@]}-1]'; shift;; |
| -h|--help) echo -e "-g, --gpu : $gpu_list [default=t4]" |
| echo -e "-e, --effect : effect to use: $supported_effects_list [default=denoiser]" |
| echo -e "-u, --ulimit : raise files open ulimit, this is used when running larger batch sizes that exceed the kernel maximum open files limit. Warning: Use this option with caution. [default=0(unusued)]" |
| echo -e "-s, --sample_rate : sample rate to use 8/16/48 (in kHz). [default=16]" |
| echo -e "-o, --output_sample_rate : output sample rate to use 16/48 (in kHz). [default=48]" |
| echo -e "-b, --batch_size : batch size to use. [default=1, max=1024]" |
| echo -e "-c, --cfg-file: configuration file to write to" |
| echo -e "-f, --frame_size: frame size to be used 10/20ms. [default=10]" |
| echo -e "-v, --enable_vad: Enable VAD. Refer to the Programming Guide for supported effects. [default=disabled]" |
| echo -e "-i, --input_file: file/folder to be used as input, instead of using sample input files (file must be in correct format)" |
| echo -e "-h, --help: print this help menu";exit;; |
| *) echo "Unknown parameter passed: $1"; exit 1 ;; |
| esac |
| shift |
| done |
|
|
| |
| if [ "$effect" == "superres" ]; then |
| rate_check="${sample_rate}_to_${output_sample_rate}" |
| else |
| rate_check="$sample_rate" |
| fi |
|
|
| if [ -z "${supported_effects[$effect]:-}" ]; then |
| echo "Invalid effect (got $effect, supported $supported_effects_list)" |
| exit 1 |
| fi |
|
|
| rate_supported="${supported_effects[$effect]}" |
| check_val="\b$rate_check\b" |
| if ! [[ "$rate_supported" =~ $check_val ]]; then |
| if [ "$effect" == "superres" ]; then |
| cv=${rate_supported// /, } |
| echo "Sample rate combination '$sample_rate -> $output_sample_rate' is not supported for Superres (supported combinations: ${cv//_to_/ -> }" |
| else |
| echo "Sample rate '$rate_check' is not supported for this effect (supported: ${rate_supported// /, })" |
| fi |
| exit 1 |
| fi |
|
|
| |
| if [ -z "${gpu_map[$gpu]:-}" ]; then |
| echo "Invalid GPU (got $gpu, supported $gpu_list)" |
| exit 1 |
| fi |
| arch="${gpu_map[$gpu]}" |
|
|
| model="../../models" |
| if [ "$effect" == "superres" ]; then |
| model="${model}/${arch}/${effect}_${sample_rate}k_to_${output_sample_rate}k.trtpkg" |
| else |
| model="${model}/${arch}/${effect}_${sample_rate}k.trtpkg" |
| fi |
|
|
| if [ ! -f "$model" ]; then |
| echo "Model file not found (using '$model')" |
| exit 1 |
| fi |
|
|
| OUT_DIR="${effect}/${sample_rate}k" |
| mkdir -p "$OUT_DIR" |
| input_list="" |
| out_file="" |
| if [ ! -z "$input_file" ]; then |
| if [[ ! (-f "$input_file" || -d "$input_file") ]]; then |
| echo "Error: File/folder '$input_file' does not exist" |
| exit 1 |
| fi |
| if [ $(($batch_size)) -ne 1 ]; then |
| echo "Error: Batch size must be 1 when input file/folder is specified (got $batch_size)" |
| exit 1 |
| fi |
| if [ -d "$input_file" ]; then |
| if [ ! -z "$cfg_file" ]; then |
| echo "Error: config file cannot be specified if input is a folder" |
| exit 1 |
| fi |
| |
| for i in "${input_file}"/*.wav; do |
| ./$0 "${args[@]}" -i "$i" |
| if [ $? -ne 0 ]; then |
| echo "Error processing file '$i'" |
| exit 1 |
| fi |
| done |
| exit 0 |
| else |
| input_list="input_wav_list $input_file" |
| out_file="$OUT_DIR/$(basename $input_file)" |
| fi |
| else |
| if [ "$effect" == "aec" ]; then |
| farend_wav=$(./list.sh ../input_files/aec/${sample_rate}k/farend ${batch_size} ${multi_input}) |
| if [ $? -ne 0 ]; then |
| echo "Error generating input files list" |
| echo "Command returned: $farend_wav" |
| exit 1 |
| fi |
| nearend_wav=${farend_wav//farend/nearend} |
| input_list="input_wav_list $nearend_wav |
| input_farend_wav_list $farend_wav" |
| else |
| wav=$(./list.sh ../input_files/${effect}/${sample_rate}k/ ${batch_size} ${multi_input}) |
| if [ $? -ne 0 ]; then |
| echo "Error generating input files list" |
| echo "Command returned: $wav" |
| exit 1 |
| fi |
| input_list="input_wav_list $wav" |
| fi |
|
|
| for i in $(seq 1 $batch_size); do |
| out_file="$out_file $OUT_DIR/${effect}_${sample_rate}k_$i.wav" |
| done |
| fi |
|
|
| if [ -z "$cfg_file" ]; then |
| cfg_file="/tmp/tmp_cfg.txt" |
| fi |
|
|
| echo "effect ${effect} |
| sample_rate ${sample_rate}000 |
| model ${model} |
| real_time 0 |
| intensity_ratio 1.0 |
| $input_list |
| output_wav_list $out_file |
| frame_size ${frame_size}" > $cfg_file |
|
|
| if [ ! -z "$reset" ]; then |
| if [ $batch_size -lt 5 ]; then |
| echo "Batch size must be at least 5 for reset configs" |
| exit 1 |
| fi |
| echo "$reset" >> $cfg_file |
| fi |
|
|
| if [ ! -z "$enable_vad" ]; then |
| echo "enable_vad 1" >> $cfg_file |
| fi |
|
|
| echo "Using the config file $cfg_file" |
|
|
| if [ "$ulimit_val" -ne "0" ]; then |
| if [ "$ulimit_val" -le "1024" ]; then |
| echo "You probably dont want to do this. ulimit is too low."; |
| exit; |
| fi |
| echo "ulimit set to ${ulimit_val}"; |
| ulimit -n $ulimit_val |
| exit; |
| fi |
|
|
| ./effects_demo -c $cfg_file |
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