--- /dev/null
+(**
+ Module: Faustio
+ Description: audio input/output, csv input/output
+ @author WANG Haisheng
+ Created: 12/08/2013 Modified: 13/08/2013
+*)
+
+open Types;;
+open Beam;;
+open Aux;;
+
+let default_output_path = "../output_sounds/";;
+
+class virtual io =
+ object
+ method virtual read : string array -> beam
+ method virtual write : int array -> value_type array array -> string array
+ method private to_float : value_type array array -> float array array =
+ fun (origin : value_type array array) ->
+ let data =
+ let value2float = fun (v : value_type) -> v#to_float_array in
+ Array.map (Array.map value2float) origin in
+ Array.map Array.concat (Array.map Array.to_list data)
+ end;;
+
+class waveio : io_type =
+ object (self)
+ inherit io
+ method read : string array -> beam =
+ fun (paths : string array) ->
+ let n = Array.length paths in
+ if n = 0 then
+ new beam [||]
+ else
+ let signals =
+ let files = Array.map Sndfile.openfile paths in
+ let frames = Array.map Int64.to_int (Array.map Sndfile.frames files) in
+ let rates = Array.map Sndfile.samplerate files in
+ let create_container = fun l -> Array.create l 1. in
+ let containers = Array.map create_container frames in
+ let _ = array_map2 Sndfile.read files containers in
+ let _ = Array.map Sndfile.close files in
+ array_map2 (new signal) rates containers in
+ new beam signals
+
+ method write : int array -> value_type array array -> string array =
+ fun (rates : int array) ->
+ fun (output : value_type array array) ->
+ let () = print_string(" Faustine -> Writing wave files...") in
+ let tic = Sys.time () in
+
+ let n = Array.length output in
+ let paths = Array.init n (fun i ->
+ default_output_path ^ "output" ^ (string_of_int i) ^ ".wav") in
+
+ let files =
+ let channels =
+ let get_channel = fun l -> fun s ->
+ match s.(l - 1)#get with
+ | Vec vec -> vec#size
+ | _ -> 1 in
+ Array.map (get_channel n) output in
+ let format = Sndfile.format Sndfile.MAJOR_WAV Sndfile.MINOR_PCM_16 in
+ let openwr = fun path -> fun channel -> fun rate ->
+ Sndfile.openfile ~info:(Sndfile.RDWR, format, channel, rate) path in
+ array_map3 openwr paths channels rates in
+
+ let () =
+ let data = self#to_float output in
+ let _ = array_map2 Sndfile.write files data in
+ let _ = Array.map Sndfile.close files in
+ let toc = Sys.time () in
+ let duration = toc -. tic in
+ Print_endline
+ (" Done. (duration: " ^ (string_of_float duration) ^ "s)") in
+ paths
+ end;;
+
+(*
+class csvio : io_type =
+ object (self)
+ inherit io
+ method private csvread =
+ method read : string array -> beam =
+
+
+
+ method write : value_type array array -> string array
+ end;;
+*)
+
+let csvread = fun (ic : in_channel) ->
+ let string_list = ref [] in
+ try
+ while true do
+ string_list := !string_list @ [(input_line ic)]
+ done;
+ [||]
+ with End_of_file ->
+ (*let () = print_endline(List.nth !string_list 0) in*)
+ Array.of_list (List.map float_of_string !string_list);;
+
+let read_input_csv = fun argv ->
+ let n_input = (Array.length argv) - 4 in
+ if n_input < 0 then
+ raise Missing_Expression
+ else if n_input = 0 then
+ ([], [])
+ else
+ (* open csv file *)
+ let file_string_array = Array.sub argv 4 n_input in
+ let make_chemin s = io_macro_to_string Input_Route_string ^ s in
+ let file_chemin_string_array = Array.map make_chemin file_string_array in
+ let file_array = Array.map open_in file_chemin_string_array in
+ let file_list = Array.to_list file_array in
+
+ (* read sample rates and data *)
+ let rate_list = Array.to_list (Array.create n_input 0) in
+ let data_float_array_list = List.map csvread file_list in
+ let _ = List.map close_in file_list in
+ (rate_list, data_float_array_list);;
+
+
+let write_output_csv = fun channel_int_list -> fun data_float_array_list ->
+ let () = print_string(" Faustine -> Writing csv files...") in
+ let tic = Sys.time () in
+
+ (* make output txt file names : output0, output1, ... *)
+ let n_output = List.length data_float_array_list in
+ let n_array = Array.init n_output (fun n -> n) in
+ let make_file_name i = "output" ^ (string_of_int i) ^ ".csv" in
+
+ (* make output wave file routes *)
+ let make_chemin s = io_macro_to_string Output_Route_string ^ s in
+ let file_name_string_array = Array.map make_file_name n_array in
+ let file_chemin_string_array = Array.map make_chemin file_name_string_array in
+ let file_chemin_string_list = Array.to_list file_chemin_string_array in
+
+ (* open output channels *)
+ let file_list = List.map open_out file_chemin_string_list in
+ let data_string_array_list = List.map (Array.map string_of_float) data_float_array_list in
+ let array_to_string = fun data_string_array -> fun channel_int ->
+ let data_length = Array.length data_string_array in
+ let rec to_string_rec =
+ fun data -> fun channel -> fun n -> fun i -> fun column ->
+ if i < n then
+ (
+ let element = data.(i) in
+ if column < (channel - 1) then
+ element ^ "," ^ (to_string_rec data channel n (i + 1) (column + 1))
+ else if column = (channel - 1) then
+ element ^ "\n" ^ (to_string_rec data channel n (i + 1) 0)
+ else raise (Invalid_argument "write_output_txt.")
+ )
+ else "" in
+ to_string_rec data_string_array channel_int data_length 0 0 in
+
+ let data_string_list = List.map2 array_to_string data_string_array_list channel_int_list in
+ let _ = List.map2 output_string file_list data_string_list in
+ let _ = List.map close_out file_list in
+ let toc = Sys.time () in
+ print_endline(" Done. (duration: " ^ (string_of_float (toc -. tic)) ^ "s)");;
+
+++ /dev/null
-(**
- Module: Interpreter
- Description: input beam -> process -> output beam
- @author WANG Haisheng
- Created: 15/05/2013 Modified: 04/06/2013
-*)
-
-open Types;;
-open Value;;
-open Signal;;
-open Faustexp;;
-
-(* EXCEPTIONS *)
-
-(** Exception raised during interpretation of faust process.*)
-exception Evaluation_Error of string;;
-
-
-
-(* MACRO *)
-
-(** Macro constants of this file.*)
-type interpreter_macro =
- | Number_samples_int
- | Max_Eval_Time_int;;
-
-(** val interpreter_macro_to_value : returns the value associated with the macro.*)
-let interpreter_macro_to_value m = match m with
- | Number_samples_int -> 0xFFFFF
- | Max_Eval_Time_int -> 0xFFFFFFFF;;
-
-
-(* OUTPUT WAVE COMPUTATION *)
-
-(** val func_of_func_array : (int -> value) array -> (int -> value array),
-applies the same int parameter to each element of function array,
-produces a value array.*)
-let fun_array_to_fun = fun fun_array ->
- let reverse = fun t -> fun f -> f t in
- let new_fun = fun t-> Array.map (reverse t) fun_array in
- new_fun;;
-
-
-(** val computing : (int -> value array) -> int -> int -> float array array array,
-applies time sequence "0,1,2,3,...,max" to signal beam,
-returns primitive output data.*)
-let computing = fun f -> fun width -> fun length ->
- let container_float_array_array_array =
- ref (Array.make length (Array.make width [||])) in
- let index = ref 0 in
-
- try
- while !index < length do
- (!container_float_array_array_array).(!index)
- <- (Array.map convert_back_R (f (!index)));
- incr index;
- done;
- !container_float_array_array_array
-
- with x ->
- let error_message =
- match x with
- |Convert_Error s -> "Convert_Error: " ^ s
- |Value_operation s -> "Value_operation: " ^ s
- |Signal_operation s -> "Signal_operation: " ^ s
- |Beam_Matching_Error s -> "Beam_Matching_Error: " ^ s
- |Evaluation_Error s -> "Evaluation_Error: " ^ s
- |NotYetDone -> "NotYetDone"
- |_ -> "Compute finished."
- in
- let () = print_endline error_message in
- Array.sub (!container_float_array_array_array) 0 !index;;
-
-
-(** val matrix_transpose : 'a array array -> 'a array array,
-transposes the input matrix.*)
-let matrix_transpose = fun m_array_array -> fun width ->
- let get_element = fun i -> fun array -> Array.get array i in
- let get_line = fun array_array -> fun i ->
- Array.map (get_element i) array_array in
- let transpose array_array = Array.init width (get_line array_array) in
- transpose m_array_array;;
-
-
-(** val channels : 'a array array array -> int -> int array,
-returns an array of number of channels. *)
-let channels = fun f_array_array_array -> fun width ->
- let channel = fun faaa -> fun i ->
- let faa = faaa.(i) in
- let length = Array.length faa in
- let fa = faa.(length - 1) in
- Array.length fa
- in
- let channel_array = Array.init width (channel f_array_array_array) in
- channel_array;;
-
-
-(** val arrange : 'a array array array -> int -> 'a array list,
-arranges the output data in "array list" form. *)
-let arrange = fun float_array_array_array -> fun width ->
- let concat faaa = fun i ->
- let faa = faaa.(i) in
- Array.concat (Array.to_list faa)
- in
- let float_array_array = Array.init width (concat float_array_array_array) in
- let float_array_list = Array.to_list float_array_array in
- float_array_list;;
-
-
-(** val compute : (int -> value) list -> (int list) * (float array list).
-input: a list of signal functions
-output: channel number list, data list.*)
-let compute fun_list =
- let () = print_endline("Computing output signals...") in
-
- (* arrange input information *)
- let length = interpreter_macro_to_value Number_samples_int in
- let width = List.length fun_list in
- let beam_fun = fun_array_to_fun (Array.of_list fun_list) in
-
- (* calculate output wave *)
- let tmp_float_array_array_array = computing beam_fun width length in
-
- (* arrange output data *)
- let output_float_array_array_array = matrix_transpose tmp_float_array_array_array width in
- let channel_array = channels output_float_array_array_array width in
- let channel_list = Array.to_list channel_array in
- let output_float_array_list = arrange output_float_array_array_array width in
- (channel_list, output_float_array_list);;
-
-
-
-(* INTERPRETATION *)
-
-(** val sublist : 'a list -> int -> int -> 'a list,
-[sublist l start length], returns the sublist of list 'l',
-from index 'start', with length 'length'.*)
-let sublist l start length =
- try
- let arr = Array.of_list l in
- let sub_array = Array.sub arr start length in
- Array.to_list sub_array
-
- with (Invalid_argument "Array.sub") ->
- raise (Invalid_argument "List.sub");;
-
-
-(** val make_beam : (int list) * (float array list) -> (int * (int -> value)) list,
-input: (sample rate list, data list)
-output: beam = (sample rate, function) list *)
-let make_beam = fun input ->
- let rate_list = fst input in
- let float_array_list = snd input in
- let value_array_list =
- List.map (Array.map return_R) float_array_list in
- let fun_list = List.map Array.get value_array_list in
- let make_signal = fun rate -> fun f -> (rate, f) in
- let beam = List.map2 make_signal rate_list fun_list in
- beam;;
-
-
-(** val interpret_const : value -> beam -> beam, generates constant signal with frequency 0. *)
-let interpret_const = fun v -> fun input_beam ->
- let n = List.length input_beam in
- if n = 0 then [(0,(fun t -> v))]
- else raise (Evaluation_Error "Const");;
-
-
-(** val interpret_ident : string -> beam -> beam,
-generates signals according to identified symbols. *)
-let interpret_ident = fun s -> fun input_beam ->
- let n = List.length input_beam in
- match s with
- |Pass -> if n = 1 then input_beam else raise (Evaluation_Error "Ident _")
-
- |Stop -> if n = 1 then [] else raise (Evaluation_Error "Ident !")
-
- |Add -> if n = 2 then [signal_add (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident +")
-
- |Sup -> if n = 2 then [signal_sub (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident -")
-
- |Mul -> if n = 2 then [signal_mul (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident *")
-
- |Div -> if n = 2 then [signal_div (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident /")
-
- |Delay -> if n = 2 then [signal_delay (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident @")
-
- |Mem -> if n = 1 then [signal_mem (List.nth input_beam 0)]
- else raise (Evaluation_Error "Ident mem")
-
- |Vectorize -> if n = 2 then [signal_vectorize (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident vectorize")
-
- |Serialize -> if n = 1 then [signal_serialize (List.nth input_beam 0)]
- else raise (Evaluation_Error "Ident serialize")
-
- |Concat -> if n = 2 then [signal_append (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident #")
-
- |Nth -> if n = 2 then [signal_nth (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident []")
-
- |Floor -> if n = 1 then [signal_floor (List.nth input_beam 0)]
- else raise (Evaluation_Error "Ident floor")
-
- |Int -> if n = 1 then [signal_int (List.nth input_beam 0)]
- else raise (Evaluation_Error "Ident int")
-
- |Sin -> if n = 1 then [signal_sin (List.nth input_beam 0)]
- else raise (Evaluation_Error "Ident sin")
-
- |Rdtable -> if n = 3 then [signal_rdtable (List.nth input_beam 0)
- (List.nth input_beam 1) (List.nth input_beam 2)]
- else raise (Evaluation_Error "Ident rdtable")
-
- |Selecttwo -> if n = 3 then [signal_select2 (List.nth input_beam 0) (List.nth input_beam 1)
- (List.nth input_beam 2)]
- else raise (Evaluation_Error "Ident select2")
-
- |Selectthree -> if n = 4 then [signal_select3 (List.nth input_beam 0) (List.nth input_beam 1)
- (List.nth input_beam 2) (List.nth input_beam 3)]
- else raise (Evaluation_Error "Ident select3")
-
- |Prefix -> if n = 2 then [signal_prefix (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident prefix")
-
- |Mod -> if n = 2 then [signal_mod (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident %")
-
- |Larger -> if n = 2 then [signal_sup (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident >")
-
- |Smaller -> if n = 2 then [signal_inf (List.nth input_beam 0) (List.nth input_beam 1)]
- else raise (Evaluation_Error "Ident <");;
-
-
-
-(** val rec eval : faust_exp -> beam -> beam,
-main interpretation work is done here. *)
-let rec eval exp_faust dimension_tree input_beam =
-
-
-(** val interpret_par : faust_exp -> faust_exp -> beam -> beam,
-interprets par(e1, e2) with input beam, produces output beam.*)
-let interpret_par = fun e1 -> fun e2 -> fun dimension_tree -> fun input_beam ->
-
- (* dimension information *)
- let n = List.length input_beam in
- let subtree1 = subtree_left dimension_tree in
- let subtree2 = subtree_right dimension_tree in
- let d1 = get_root subtree1 in
- let d2 = get_root subtree2 in
-
- if n = (fst d1) + (fst d2) then
- (
- (* segmentation of input beam *)
- let input_beam1 = sublist input_beam 0 (fst d1) in
- let input_beam2 = sublist input_beam (fst d1) (fst d2) in
-
- (* evaluate two expressions respectively *)
- let output_beam1 = eval e1 subtree1 input_beam1 in
- let output_beam2 = eval e2 subtree2 input_beam2 in
-
- (* concat two output beams *)
- if List.length output_beam1 = snd d1 && List.length output_beam2 = snd d2
- then (output_beam1 @ output_beam2)
- else raise (Evaluation_Error "Par")
- )
- else raise (Evaluation_Error "Par") in
-
-
-(** val interpret_seq : faust_exp -> faust_exp -> beam -> beam,
-interprets seq(e1, e2) with input beam, produces output beam.*)
-let interpret_seq = fun e1 -> fun e2 -> fun dimension_tree -> fun input_beam ->
-
- (* dimension information *)
- let n = List.length input_beam in
- let subtree1 = subtree_left dimension_tree in
- let subtree2 = subtree_right dimension_tree in
- let d1 = get_root subtree1 in
- let d2 = get_root subtree2 in
-
-
- if n = fst d1 then
- (
- (* evaluate the first expression *)
- let output_beam1 = eval e1 subtree1 input_beam in
-
- (* evaluate the second expression *)
- if List.length output_beam1 = fst d2
- then eval e2 subtree2 output_beam1
- else raise (Evaluation_Error "Seq")
- )
- else raise (Evaluation_Error "Seq") in
-
-
-(** val interpret_split : faust_exp -> faust_exp -> beam -> beam,
-interprets split(e1, e2) with input beam, produces output beam.*)
-let interpret_split = fun e1 -> fun e2 -> fun dimension_tree -> fun input_beam ->
-
- (* dimension information *)
- let n = List.length input_beam in
- let subtree1 = subtree_left dimension_tree in
- let subtree2 = subtree_right dimension_tree in
- let d1 = get_root subtree1 in
- let d2 = get_root subtree2 in
-
-
- if n = fst d1 then
- (
- (* evaluate the first expression *)
- let output_beam1 = eval e1 subtree1 input_beam in
-
- (* beam matching *)
- let ref_output_beam1 = ref (beam_add_one_memory output_beam1) in
- let input_beam2 = List.concat
- (Array.to_list (Array.make ((fst d2)/(List.length output_beam1)) !ref_output_beam1))
- in
-
- (* evaluate the second expression *)
- if List.length input_beam2 = fst d2
- then eval e2 subtree2 input_beam2
- else raise (Evaluation_Error "Split")
- )
- else raise (Evaluation_Error "Split") in
-
-
-(** val interpret_merge : faust_exp -> faust_exp -> beam -> beam,
-interprets merge(e1, e2) with input beam, produces output beam.*)
-let interpret_merge = fun e1 -> fun e2 -> fun dimension_tree -> fun input_beam ->
-
- (* dimension information *)
- let n = List.length input_beam in
- let subtree1 = subtree_left dimension_tree in
- let subtree2 = subtree_right dimension_tree in
- let d1 = get_root subtree1 in
- let d2 = get_root subtree2 in
-
-
- if n = fst d1 then
- (
- (* evaluate the first expression *)
- let output_beam1 = eval e1 subtree1 input_beam in
-
- (* beam matching *)
- let input_beam2 =
- (
- let fois = (snd d1)/(fst d2) in
- let ref_beam = ref (sublist output_beam1 0 (fst d2)) in
- for i = 1 to fois - 1 do
- let temp_beam = sublist output_beam1 (i*(fst d2)) (fst d2) in
- ref_beam := List.map2 signal_add (!ref_beam) temp_beam;
- done;
- !ref_beam
- )
- in
-
- (* evaluate the second expression *)
- if List.length input_beam2 = fst d2
- then eval e2 subtree2 input_beam2
- else raise (Evaluation_Error "Merge")
- )
- else raise (Evaluation_Error "Merge") in
-
-
-(** val interpret_rec : faust_exp -> faust_exp -> beam -> beam,
-interprets rec(e1, e2) with input beam, produces output beam.*)
-let interpret_rec = fun e1 -> fun e2 -> fun dimension_tree -> fun input_beam ->
-
- (* dimension information *)
- let subtree1 = subtree_left dimension_tree in
- let subtree2 = subtree_right dimension_tree in
- let d1 = get_root subtree1 in
- let d2 = get_root subtree2 in
-
- (* estimate stockage size for delay *)
- let delay_int = 1 + delay e2 + delay e1 in
-
- (* prepare stockage *)
- let memory_hashtbl = Hashtbl.create delay_int in
- let rate_list = ref (Array.to_list (Array.make (snd d1) 0)) in
-
- (** val apply_to : 'a -> ('a -> 'b) -> 'b *)
- let apply_to = fun t -> fun f -> f t in
-
- (** val get_value_fun_list : (int -> (int list) * (value list)) -> (int -> value) list *)
- let get_value_fun_list = fun beam_fun ->
- let tmp = fun beam_fun -> fun i -> fun t ->
- List.nth (snd (beam_fun t)) i in
- List.map (tmp beam_fun) (Array.to_list (Array.init (snd d1) (fun n -> n))) in
-
- (** val make_signal : int -> (int -> value) -> signal, combines rate and function. *)
- let make_signal = fun rate -> fun f -> (rate, f) in
-
- (** val output_beam_fun : int -> (int list) * (value list), with
- input : time
- output: rate list * value list *)
- let rec output_beam_fun = fun t ->
-
- (* initial value in constrctor "rec '~'" *)
- if t < 0 then
- let init_rate_list = Array.to_list (Array.make (snd d1) 0) in
- let value_list = Array.to_list (Array.make (snd d1) Zero) in
- (init_rate_list, value_list)
-
- (* check stockage at time t *)
- else if Hashtbl.mem memory_hashtbl t then
- (!rate_list, Hashtbl.find memory_hashtbl t)
-
- (* blocks : "a ~ b", calculate rate list and value list at time t *)
- else
- (* mid_output_fun_list : (int -> value) list *)
- let mid_output_fun_list = get_value_fun_list output_beam_fun in
-
- (* b_input_fun_list : (int -> value) list *)
- let b_input_fun_list = List.map
- (fun s -> fun t -> s (t - 1))
- (sublist mid_output_fun_list 0 (fst d2)) in
-
- (* b_input_beam : signal list *)
- let b_input_beam = List.map2 make_signal
- (sublist !rate_list 0 (fst d2))
- b_input_fun_list in
-
- (* evaluation of block "b" *)
- let b_output_beam = (eval e2 subtree2 b_input_beam) in
-
- (* evaluation of block "a" *)
- let a_input_beam = b_output_beam @ input_beam in
- let mid_output_beam = eval e1 subtree1 a_input_beam in
-
- (* calculate rate list and value list at time t *)
- let mid_output_rate_list = List.map fst mid_output_beam in
- let mid_output_value_list = List.map (apply_to t) (List.map snd mid_output_beam) in
-
- (* update stockage *)
- let () = (rate_list := mid_output_rate_list) in
- let () = Hashtbl.add memory_hashtbl t mid_output_value_list in
- let () = Hashtbl.remove memory_hashtbl (t - delay_int) in
- (mid_output_rate_list, mid_output_value_list) in
-
- (* output_beam : signal list *)
- let output_beam = List.map2 make_signal !rate_list (get_value_fun_list output_beam_fun) in
- output_beam in
-
-
- (** Call for previous functions *)
- match exp_faust with
- |Const v -> interpret_const v input_beam
- |Ident s -> interpret_ident s input_beam
- |Par (e1, e2) -> interpret_par e1 e2 dimension_tree input_beam
- |Seq (e1, e2) -> interpret_seq e1 e2 dimension_tree input_beam
- |Split (e1, e2) -> interpret_split e1 e2 dimension_tree input_beam
- |Merge (e1, e2) -> interpret_merge e1 e2 dimension_tree input_beam
- |Rec (e1, e2) -> interpret_rec e1 e2 dimension_tree input_beam;;
-
-
-(** val extract_rate : (int * (int -> value)) list -> int list,
-gets the sample rate list from beam.*)
-let extract_rate = fun beam ->
- let rate_naive_list = List.map fst beam in
- let correct_rate r =
- if r = 0 then 44100
- else if r > 0 then r
- else raise (Evaluation_Error "Rec2")
- in
- let rate_list = List.map correct_rate rate_naive_list in
- rate_list;;
-
-
-(** val interpreter : faust_exp -> (int list) * (float array list) ->
-(int list) * (int list) * (float array list)
-input: faust expression, sample rate list * input data list
-output: channel list * sample rate list * output data list.*)
-let interpreter exp_faust input =
- let () = print_endline("Interpretation...") in
-
- (* make input beam *)
- let input_beam = make_beam input in
-
- (* estimate process dimension *)
- let dimension_tree = dim exp_faust in
-
- (* interprete output beam *)
- let output_beam = eval exp_faust dimension_tree input_beam in
-
- (* get rate list from output beam *)
- let rate_list = extract_rate output_beam in
-
- (* get channel list and data list from output beam *)
- let (channel_list, float_array_list) = compute (List.map snd output_beam) in
- (channel_list, rate_list, float_array_list);;
-